SURVIVAL ANALYSIS

Prerequisites: STAT GU4205 or the equivalent. Survival distributions, types of censored data, estimation for various survival models, nonparametric estimation of survival distributions, the proportional hazard and accelerated lifetime models for regression analysis with failure-time data. Extensive use of the computer.

• Department: Statistics
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Ashley Datta
  Info
• 3 points

Advanced Algorithms

Introduces classic and modern algorithmic ideas that are central to many areas of Computer Science. The focus is on most powerful paradigms and techniques of how to design algorithms, and how to measure their efficiency. The intent is to be broad, covering a diversity of algorithmic techniques, rather than be deep. The covered topics have all been implemented and are widely used in industry. Topics include: hashing, sketching/streaming, nearest neighbor search, graph algorithms, spectral graph theory, linear programming, models for large-scale computation, and other related topics

• Department: Computer Science
• MW 2:40 p.m.-3:55 p.m.
• Instructor: Alexandr Andoni
  CULPA: 2 h-index: 34 Info
• 3 points

DESIGN OF LARGE SCALE BRIDGES

Design of large-scale and complex bridges with emphasis on cable-supported structures. Static and dynamic loads, component design of towers, superstructures and cables; conceptual design of major bridge types including arches, cable stayed bridges and suspension bridges.

• Department: Civil Engineering and Engineering Mechanics
• W 7 p.m.-9:30 p.m.
• Instructor: Theodore Zoli
  CULPA: 1 Wikipedia Info
• 3 points

DESIGN OF LARGE SCALE BUILDINGS

Modern challenges in the design of large-scale building structures will be studied. Tall buildings, large convention centers and major sports stadiums present major opportunities for creative solutions and leadership on the part of engineers. This course is designed to expose the students to this environment by having them undertake the complete design of a large structure from initial design concepts on through all the major design decisions. The students work as members of a design team to overcome the challenges inherent in major projects. Topics include overview of major projects, project criteria and interface with architecture, design of foundations and structural systems, design challenges in the post 9/11 environment and roles, responsibilities and legal issues.

• Department: Civil Engineering and Engineering Mechanics
• W 4:10 p.m.-6:40 p.m.
• 3 points

SAMPLE SURVEYS

Prerequisites: STAT GU4204 or the equivalent. Introductory course on the design and analysis of sample surveys. How sample surveys are conducted, why the designs are used, how to analyze survey results, and how to derive from first principles the standard results and their generalizations. Examples from public health, social work, opinion polling, and other topics of interest.

• Department: Statistics
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Rongning Wu
  CULPA: 1 Info
• 3 points

SEA LEVEL CHANGE

Prerequisites: At least a year of calculus and physics; any 1000-level or 2000-level EESC course; basic,programming experience (e.g. EESC3400 - Introduction to Computational Earth Science). Recommended: EESC2100 (Climate System), EESC2200 (Solid Earth), EESC3201 (Solid Earth,Dynamics). The course aims to explore sea level changes that take place over a wide variety of timescales and are the result of multiple solid Earth and climatic processes. The course will link a series of solid Earth processes such as mantle convection, viscoelastic deformation, and plate tectonics to the paleoclimate record and investigate how these processes contribute to our understanding of past and present changes in sea level and climate. The course will step chronologically through time starting with long term sea level changes over the Phanerozoic, followed by Plio-Pleistocene ice age sea level variations and lastly modern and future sea level change. This is a cross-disciplinary course, which is aimed at students with interests in geophysics, cryosphere evolution, ocean dynamics, sedimentology, paleogeography, and past and present climate.

• Department: Earth and Environmental Sciences
• TR 8:40 a.m.-9:55 a.m.
• Instructor: Jacqueline Austermann
  h-index: 18 Info
• 3 points

SCIENCE OF URBAN ECOLOGY

Urban ecology is the study of both the interactions between organisms in an urban environment and the organisms' interactions with that environment. This course facilitates learning about 1) basic principles related to ecological interactions of life on Earth, 2) the causes and consequences of biological patterns and processes in urban environments, and 3) how ecology can inform land use decisions and applied management strategies of natural resources (e.g. water, air, biodiversity), particularly in urban environments. This course aims to provide students with an understanding of the ways in which ecological perspectives can contribute to an interdisciplinary approach to solving environmental problems facing human society. Towards that end, this course covers topics ranging from applied ecology and conservation biology to sustainable development. It uses a cross disciplinary approach to understand the nature of ecology and biological conservation, as well as the social, philosophical and economic dimensions of land use strategies. Although in some ways cities may seem to be isolated from what we would otherwise call "nature," they are not, and this is a major theme of this course. This course includes discussion of biodiversity, ecosystem function, evolutionary processes, nutrient cycling, and natural resource availability in cities. Students will acquire an understanding of the ecology of human-dominated landscapes, the theory and study of urban ecology, and the application of ecological principles to building sustainable urban communities. Students will also explore timely and important urban ecology issues including ecological restoration, invasive species, and biodiversity conservation.

• Department: Sustainability Management
• M 6:10 p.m.-8 p.m.
• Instructor: Amy Karpati
  Info
• 3 points

China's Long 1980s: Interrogating the Cu

CHINA 1980s: CULTURAL POL

This course examines experiences and legacies of China’s “long 1980s” (1978-1992), a period of “reform and opening” with lasting impacts on contemporary discourses and realities. It introduces students to a wide range of primary materials (in English translation), including cinema, literature, photography, contemporary art and other social commentaries, along with theoretical readings and secondary literature from a variety of disciplines including literary and media studies, and social, economic, intellectual and art histories. Topics include politics of rehabilitation at the end of the Cultural Revolution; political and artistic movements of the Beijing Spring; cultural productions amidst rural and urban economic reforms; humanism and cybernetic imagination; extractive economies and environmental transformation; gender and financialization; and China’s integration into the world economy.

• Department: East Asian Languages and Cultures
• W 4:10 p.m.-6 p.m.
• Instructor: Ying Qian
  CULPA: 2 Info
• 4 points

Reversing the Biodiversity Crisis

Course Overview

Often described as “twin crises,” climate change and biodiversity loss are among the most urgent sustainability challenges to be addressed in our modern era. While much focus has rightfully been placed on climate change mitigation actions at local, regional, and global scales, biodiversity loss is less often addressed by governments, institutions, industries, and individuals as a critical piece of the sustainability puzzle. In 2021, COP 15, the fifteenth meeting of the Conference of the Parties to the UN Convention on Biological Diversity, received far less media attention than COP 26, the Conference of the Parties to the UN Convention on Climate Change. Yet climate change and biodiversity loss are inextricably linked, and without biodiversity and the associated ecosystem services and biospheric resilience upon which human society relies, a sustainable world is not possible. Moreover, certain climate change mitigation actions can actually be to the detriment of biological diversity.

 

Unlike a traditional conservation biology course geared towards ecologists and biologists, this course will be taught through the lens of sustainability management, equipping sustainability managers with the knowledge and direction needed to begin integrating biodiversity conservation and restoration into their professions. This course will illuminate the critical importance of biodiversity to sustainability and human well-being, the science and politics behind the current biodiversity crisis, and proposals, policies, and actions for bending the curve of biodiversity loss to create more sustainable and equitable outcomes for both humans and the non-humans with which we share our planet.

 

Students who seek to deepen their understanding of ecological sustainability and address the biodiversity crisis through the lens of sustainability management are encouraged to take this course. This course is an on-campus (or Hy-Flex) elective offered during the Fall semester and fulfills 3 credits within the Physical Dimensions of Sustainability Management curriculum area in the Master of Science in Sustainability Management program. Cross-registration is available to students outside of the Master of Science in Sustainability Management program, space permitting.

• Department: Sustainability Management
• M 8:10 p.m.-10 p.m.
• Instructor: Amy Karpati
  Info
• 3 points

Biodiversity, Climate Change and Sustain

Biodiversity, a term popularized in the 1980s, refers to the variety of life at the genetic, species, and ecosystem levels. It is crucial for sustainability, as it supports ecosystems that underpin human life, economic activities, and ecological stability. The loss of biodiversity threatens essential ecosystem services like clean air, water filtration, climate regulation, and food security. This course explores how climate change, both current and projected, impacts biodiversity and how natural ecosystems influence greenhouse gas concentrations. Human survival depends on these ecosystems, yet there is uncertainty about how much biodiversity loss can be tolerated. Climate change now poses as serious a threat to biodiversity as direct development activities. Understanding the science behind these threats is essential for sustainability students, and this course aims to provide that knowledge.

Simultaneously, tropical deforestation across the globe produces CO2 emissions equal to the total current emissions of the United States.  Forest fires in Canada have produced emissions equal to the total fossil fuel based emissions of that country.  Thawing of permafrost in the arctic north is one of the positive feedback loops, warming leading to more warming that has catastrophic potential. In studying biodiversity, we will examine ecosystems and species such as muskoxen, whales, penguins, primates, tree frogs, and monarch butterflies. We will also explore human practices like agriculture, forest management, hunting, and fishing, which affect both carbon and biodiversity and rely on climate stability. Students will learn how climate and natural ecosystems interact, a crucial first step toward actions needed to sustain life on Earth. While some readings may be challenging for those without an ecology background, support will be available. Students with prior ecology knowledge should find the course particularly informative.

• Department: Sustainability Management
• T 6:10 p.m.-8 p.m.
• Instructor: Ralph C Schmidt
  Info
• 3 points

GREAT BOOKS ON RACE,POLIT,SOC

• Department: Political Science
• R 12:10 p.m.-2 p.m.
• Instructor: Fredrick Harris
  Wikipedia Info
• 4 points

STATISTICAL MACHINE LEARNING

Prerequisites: STAT GU4206. The course will provide an introduction to Machine Learning and its core models and algorithms. The aim of the course is to provide students of statistics with detailed knowledge of how Machine Learning methods work and how statistical models can be brought to bear in computer systems - not only to analyze large data sets, but to let computers perform tasks that traditional methods of computer science are unable to address. Examples range from speech recognition and text analysis through bioinformatics and medical diagnosis. This course provides a first introduction to the statistical methods and mathematical concepts which make such technologies possible.

• Department: Statistics
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Samory Kpotufe
  CULPA: 2 Info
• 3 points

GEOTECHNICAL EARTHQUAKE ENGIN

Prerequisites: (CIEN E3141) or equivalent Seismicity, earthquake intensity, propagation of seismic waves, design of earthquake motion, seismic site response analysis, in situ and laboratory evaluation of dynamic soil properties, seismic performance of underground structures, seismic performance of port and harbor facilities, evaluation and mitigation of soil liquefaction and its consequences. Seismic earth pressures, slopes stability, safety of dams and embankments, seismic code provisions and practice. To alternate with E4244.

• Department: Civil Engineering and Engineering Mechanics
• M 4:10 p.m.-6:40 p.m.
• Instructor: Hoe I Ling
  h-index: 45 Info
• 3 points

Evolution of Language (seminar)

EVOLUTION OF LANGUAGE

This seminar will consider the evolution of language at the levels of the word and grammar, in each instance, phylogenetically and ontogenetically. Since humans are the only species that use language, attention will be paid to how language differs from animal communication.

• Department: Psychology
• T 2:10 p.m.-4 p.m.
• Instructor: Herbert S Terrace
  CULPA: 29 Wikipedia Info
• 3 points

APPLIED DATA SCIENCE

Prerequisites: Pre-requisite for this course includes working knowledge in Statistics and Probability, data mining, statistical modeling and machine learning. Prior programming experience in R or Python is required. This course will incorporate knowledge and skills covered in a statistical curriculum with topics and projects in data science. Programming will be covered using existing tools in R. Computing best practices will be taught using test-driven development, version control, and collaboration. Students finish the class with a portfolio of projects, and deeper understanding of several core statistical/machine-learning algorithms. Short project cycles throughout the semester provide students extensive hands-on experience with various data-driven applications.

• Department: Statistics
• W 6:10 p.m.-8:40 p.m.
• R 6:10 p.m.-8:40 p.m.
• Instructor: Alex Pijyan
  Info
• Instructor: Haiyuan Wang
  Info
• 3 points

Hydrosystems Engineering

Quantitative introduction to hydrologic and hydraulic systems, with a focus on integrated modeling and analysis of the water cycle and associated mass transport for water resources and environmental engineering. Coverage of unit hydrologic processes such as precipitation, evaporation, infiltration, runoff generation, open channel and pipe flow, subsurface flow and well hydraulics in the context of example watersheds and specific integrative problems such as risk-based design for flood control, provision of water, and assessment of environmental impact or potential for non-point source pollution. Spatial hydrologic analysis using GIS and watershed models.

• Department: Earth and Environmental Engineering
• MW 11:40 a.m.-12:55 p.m.
• 3 points

INDUSTRIAL ORGANIZATION

Prerequisites: ECON UN3211 and ECON UN3213 The study of industrial behavior based on game-theoretic oligopoly models. Topics include pricing models, strategic aspects of business practice, vertical integration, and technological innovation.

• Department: Economics
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Gautam Gowrisankaran
  h-index: 27 Info
• 3 points

Foundations of Environmental Engineering

Foundations of Env Eng

Engineering aspects of problems involving human interaction with the natural environment. Review of fundamental principles that underlie the discipline of environmental engineering, i.e. constituent transport and transformation processes in environmental media such as water, air, and ecosystems. Engineering applications for addressing environmental problems such as water quality and treatment, air pollution emissions, and hazardous waste remediation. Presented in the context of current issues facing the practicing engineers and government agencies, including legal and regulatory framework, environmental impact assessments, and natural resource management.

• Department: Earth and Environmental Engineering
• TR 2:40 p.m.-3:55 p.m.
• 3 points

ENVIR DATA ANALYSIS & MODELING

Introduction parametric and non-parametric statistical models applied to climate and environmental data analysis. Time and space data analysis methods will be focused, including clustering, autoregressive models, trend analysis, Bayesian analysis, missing data imputation, geostatistics, principal components analysis. Application to problems of climate variation and change; hydrology; air, water and soil pollution dynamics; disease propagation; ecological change; and resource assessment. The class requires the use of R with hands-on programmings and a term project applied to a current environmental data analysis problem.

• Department: Earth and Environmental Engineering
• MW 10:10 a.m.-11:25 a.m.
• 3 points

Embodied AI for Construction and Facilit

EMBODIED AI CONSTR FACIL

Sensor modalities and their applications in construction and facilities management. Deep learning concepts and their application in robot perception. Markov Decision Process (MDP) and its application in planning and control. Formulation of embodied AI perception and control problems as MDP. Application of classic reinforcement learning algorithms to solve MDP problems. Analysis of agents’ performance through objective and subjective metrics. Understanding the critical interactions between users/occupants and embodied AI agents. Hands-on experience with robot simulation and/or collaborative robots in controlled lab environments.

• Department: Civil Engineering and Engineering Mechanics
• R 10:10 a.m.-12:40 p.m.
• Instructor: Zhengbo Zou
  Info
• 3 points

STATISTICAL METHODS IN FINANCE

Prerequisites: STAT GU4205 or the equivalent. A fast-paced introduction to statistical methods used in quantitative finance. Financial applications and statistical methodologies are intertwined in all lectures. Topics include regression analysis and applications to the Capital Asset Pricing Model and multifactor pricing models, principal components and multivariate analysis, smoothing techniques and estimation of yield curves statistical methods for financial time series, value at risk, term structure models and fixed income research, and estimation and modeling of volatilities. Hands-on experience with financial data.

• Department: Statistics
• S 10:10 a.m.-12:40 p.m.
• Instructor: Zhiliang Ying
  CULPA: 1 Wikipedia h-index: 62 Info
• 3 points

19th-Century Social and Political Philos

Hegel and Marx

This course will consider themes in 19th-century social and political philosophy. Central topics may include freedom, recognition, alienation, and exploitation, and the use of such concepts to critically evaluate modern social and political institutions. Figures studied may include G.W.F. Hegel, Ludwig Feuerbach, Karl Marx, Friedrich Engels, Clara Zetkin, and Lily Braun.

• Department: Philosophy @Barnard
• T 2:10 p.m.-4 p.m.
• Instructor: Caroline D Bowman
  Info
• 3 points

STOCHASTC PROCSSES-APPLICTNS I

Prerequisites: STAT GU4203. STAT GU4207 is recommended. Basics of continuous-time stochastic processes. Wiener processes. Stochastic integrals. Ito's formula, stochastic calculus. Stochastic exponentials and Girsanov's theorem. Gaussian processes. Stochastic differential equations. Additional topics as time permits.

• Department: Statistics
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Steven Campbell
  Info
• 3 points

AUDITORY PERCEPTION

Prerequisites: PSYC UN1010 PSYC UN1010 or equivalent; background in statistics/research methods recommended How does the human brain make sense of the acoustic world? What aspects of auditory perception do humans share with other animals? How does the brain perform the computations necessary for skills such as soundlocalization? How do we focus our auditory attention on one voice in a crowd? What acoustic cues are important for speech perception? How is music perceived? These are the types of questions we will address by studyingthe basics of auditory perception from textbook readings and reviews, and reading classic and current literatureto understand scientific progress in the field today.

• Department: Psychology
• R 4:10 p.m.-6 p.m.
• Instructor: Sarah Woolley
  CULPA: 13 Wikipedia h-index: 31 Info
• 3 points

STOCHASTIC METHODS IN FINANCE

Stochastics Methods in Finance

Prerequisites: STAT GU4264. Mathematical theory and probabilistic tools for modeling and analyzing security markets are developed. Pricing options in complete and incomplete markets, equivalent martingale measures, utility maximization, term structure of interest rates. This is a core course in the MS program in mathematical finance.

• Department: Statistics
• TR 6:10 p.m.-7:25 p.m.
• Instructor: Graeme Baker
  Info
• 3 points

COGNITIVE PROCESSES

Prerequisites: For undergraduates: one course in cognitive psychology or cognitive neuroscience, or the equivalent, and the instructors permission. Metacognition and control processes in human cognition. Basic issues include the cognitive mechanisms that enable people to monitor what they know and predict what they will know, the errors and biases involved in self-monitoring, and the implications of metacognitive ability for peoples self-determined learning, behavior, and their understanding of self.

• Department: Psychology
• T 12:10 p.m.-2 p.m.
• Instructor: Janet Metcalfe
  CULPA: 31 h-index: 70 Info
• 3 points

Psychology of Procrastination

Why do we put off things until later—even things we know are important; even in cases where we know the cost of delaying; even when doing the work more gradually over time would be less unpleasant; even sometimes on tasks we anticipate enjoying? Everyone procrastinates sometimes, but why do some people seem to procrastinate a lot while others don’t have much of an issue with task delaying? This course reviews current research on selected cognitive and motivational theories of procrastination, as well as interaction of task delay with mental health and neurodiversity. We will close with an examination of some potential interventions that may help people reduce or avoid procrastination, both at the individual level and in academic settings such as course design.

• Department: Psychology
• W 2:10 p.m.-4 p.m.
• Instructor: Katherine T Fox-Glassman
  CULPA: 6 h-index: 4 Info
• 3 points

Issues Facing the Water Industry

Principles and practice of water treatment and utility management will be presented.  Project-based class where students will work in teams to solve an issue for a water utility.  Variety of external experts will lecture and serve as a resource for students for the project.  Allows students to better understand the role of the water utility in providing safe drinking water in a sustainable manner. Students will become familiar with the challenges facing water utilities, gain knowledge in the design and operation of water treatment systems, and learn how to develop solutions to water supply and water quality issues which will allow them to pursue productive careers in the consulting, utility, or regulatory fields.

• Department: Earth and Environmental Engineering
• M 4:10 p.m.-6:40 p.m.
• 3 points

CORPORATE FINANCE

Prerequisites: ECON UN3211 and ECON UN3213 and STAT UN1201 An introduction to the economics principles underlying the financial decisions of firms. The topics covered include bond and stock valuations, capital budgeting, dividend policy, market efficiency, risk valuation, and risk management. For information regarding REGISTRATION for this course, go to: http://econ.columbia.edu/registration-information.

• Department: Economics
• MW 10:10 a.m.-11:25 a.m.
• TR 4:10 p.m.-5:25 p.m.
• Instructor: Haran Segram
  Info
• Instructor: Tri Vi Dang
  CULPA: 9 h-index: 10 Info
• 3 points

INTRO TO QUANTUM COMPUTING

• Department: Computer Science
• TR 2:40 p.m.-3:55 p.m.
• Instructor: James L Bartusek
  Info
• 3 points

ADVANCED DATA ANALYSIS

Prerequisites: STAT GU4205 and at least one statistics course numbered between GU4221 and GU4261. This is a course on getting the most out of data. The emphasis will be on hands-on experience, involving case studies with real data and using common statistical packages. The course covers, at a very high level, exploratory data analysis, model formulation, goodness of fit testing, and other standard and non-standard statistical procedures, including linear regression, analysis of variance, nonlinear regression, generalized linear models, survival analysis, time series analysis, and modern regression methods. Students will be expected to propose a data set of their choice for use as case study material.

• Department: Statistics
• F 10:10 a.m.-12:40 p.m.
• Instructor: Gabriel Young
  CULPA: 7 Info
• 3 points

COMPUT MATH:INTRO-NUMERCL METH

Programming experience in Python extremely useful. Introduction to fundamental algorithms and analysis of numerical methods commonly used by scientists, mathematicians and engineers. Designed to give a fundamental understanding of the building blocks of scientific computing that will be used in more advanced courses in scientific computing and numerical methods for PDEs (e.g. APMA E4301, E4302). Topics include numerical solutions of algebraic systems, linear least-squares, eigenvalue problems, solution of non-linear systems, optimization, interpolation, numerical integration and differentiation, initial value problems and boundary value problems for systems of ODEs. All programming exercises will be in Python.

• Department: Applied Physics and Applied Mathematics
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Kui Ren
  CULPA: 2 Info
• 3 points

The Just City: Global Debates in Urban P

THE JUST CITY

Urbanization is inherently unequal, inscribing social, economic, environmental, and political unevenness into the spatial fabric of the city. But the distribution of such inequality is not inevitable. Urbanization is a product of the collective decisions we make (or choose not to make) in response to the shared challenges we face in our cities. And, thus, the patterns of urbanization can be changed. This is the task of urban planning and the starting point for this advanced seminar, which asks how we can reshape our cities to be more just—to alleviate inequality rather than compound it. In embarking on this effort, we face numerous “wicked” problems without clear-cut solutions. The approaches one takes in addressing urban inequality are therefore fundamentally normative—they are shaped by one’s place in the world and one’s view of it. The central challenge in addressing inequality is thus establishing a basis for collective action amongst diverse actors with differing—and sometimes conflicting—values and views. In other words, planning the just city a matter of both empathy and debate. In this course, we will endeavor to develop informed positions that can help us engage with others as a basis for taking collective action.

The course is organized into four 3-week modules, each of which addresses a dimension of the just city: equity, democracy, diversity, and sustainability. In the first week of each module, we will discuss how the issue has been understood in history and theory (with an emphasis on tradeoffs between different priorities and values); in the second week, we will apply this discussion to a global case study prepared and presented by a team of students; and in the third week, we will hold an in-class debate to determine what should be done. Specific case studies vary each year.

• Department: Architecture @Barnard
• R 2:10 p.m.-4 p.m.
• Instructor: Nick R Smith
  h-index: None Info
• 4 points

NUMERICAL METHODS/PDE'S

Numerical solution of differential equations, in particular partial differential equations arising in various fields of application. Presentation emphasizes finite difference approaches to present theory on stability, accuracy, and convergence with minimal coverage of alternate approaches (left for other courses). Method coverage includes explicit and implicit time-stepping methods, direct and iterative solvers for boundary-value problems.

• Department: Applied Physics and Applied Mathematics
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Qiang Du
  Wikipedia h-index: 67 Info
• 3 points

FRENCH LIT OF THE 17TH CENTURY

A one-semester survey of seventeenth-century French literature, with an emphasis on the relationship between literature and the major cultural, philosophical, and religious developments of the period.

• Department: French
• T 2:10 p.m.-4 p.m.
• Instructor: Pierre Force
  CULPA: 12 h-index: 11 Info
• 3 points

INTRO TO CLASSICAL CHINESE II

Prerequisites: CHNS W3301: Classical Chinese I; completion of three years of modern Chinese at least, or four years of Japanese or Korean. Please see department. Prerequisites: CHNS W3301: Classical Chinese I; completion of three years of modern Chinese at least, or four years of Japanese or Korean.

• Department: East Asian Languages and Cultures
• MWF 11 a.m.-11:50 a.m.
• 3 points

CARBON CAPTURE

Major technologies to store carbon dioxide, geological, ocean, and in the carbon chemical pool. Carbon dioxide transport technologies also covered. In addition to basic science and engineering challenges of each technology, full spectrum of economic, environmental, regulatory, and political/policy aspects, and their implication for regional and global carbon management strategies of the future. Combination of lectures, class debates and breakout groups, student presentations, and independent final projects.

• Department: Earth and Environmental Engineering
• T 4:10 p.m.-6:40 p.m.
• 3 points

ADVANCED THERMODYNAMICS

Advanced classical thermodynamics. Availability, irreversibility, generalized behavior, equations of state for nonideal gases, mixtures and solutions, phase and chemical behavior, combustion. Thermodynamic properties of ideal gases. Applications to automotive and aircraft engines, refrigeration and air conditioning, and biological systems.

• Department: Mechanical Engineering
• R 4:10 p.m.-6:40 p.m.
• Instructor: Michael Burke
  h-index: 22 Info
• 3 points

CO2 UTILIZATION AND CONVERSION

Introduction to various CO2 utilization and conversion technologies that can reduce the overall  carbon footprint of commodity chemicals and materials. Fundamentals of thermodynamics, fluid  mechanics, reaction kinetics, catalysis and reactor design will be discussed using technological  examples such as enhanced oil recovery, shale fracking, photo and electrochemical conversion of  CO2 to chemical and fuels, and formation of solid carbonates and their various uses. Life cycle  analyses of potential products and utilization schemes will also be discussed, as well as the use of  renewable energy for CO2 conversion.

• Department: Earth and Environmental Engineering
• MW 1:10 p.m.-2:25 p.m.
• 3 points

Applied Stochastic Analysis

Provides elementary introduction to fundamental ideas in stochastic analysis for applied mathematics. Core material includes: (i) review of probability theory (including limit theorems), and introduction to discrete Markov chains and Monte Carlo methods; (ii) elementary theory of stochastic process, Ito's stochastic calculus and stochastic differential equations; (iii) introductions to probabilistic representation of elliptic partial differential equations (the Fokker-Planck equation theory); (iv) stochastic approximation algorithms; and (v) asymptotic analysis of SDEs.

• Department: Applied Physics and Applied Mathematics
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Liliana Borcea
  Info
• 3 points

INTRO TO AERODYNAMICS

Principles of flight, incompressible flows, compressible regimes. Inviscid compressible aerodynamics in nozzles (wind tunnels, jet engines), around wings (aircraft, space shuttle) and around blunt bodies (rockets, reentry vehicles). Physics of normal shock waves, oblique shock waves, and explosion waves.

• Department: Mechanical Engineering
• M 4:10 p.m.-6:40 p.m.
• 3 points

VIROLOGY

The basic thesis of the course is that all viruses adopt a common strategy. The strategy is simple:

1. Viral genomes are contained in metastable particles.

2. Genomes encode gene products that promote an infectious cycle (mechanisms for genomes to enter cells, replicate, and exit in particles).

3. Infection patterns range from benign to lethal; infections can overcome or co-exist with host defenses.

Despite the apparent simplicity, the tactics evolved by particular virus families to survive and prosper are remarkable. This rich set of solutions to common problems in host/parasite interactions provides significant insight and powerful research tools. Virology has enabled a more detailed understanding of the structure and function of molecules, cells and organisms and has provided fundamental understanding of disease and virus evolution.

The course will emphasize the common reactions that must be completed by all viruses for successful reproduction within a host cell and survival and spread within a host population. The molecular basis of alternative reproductive cycles, the interactions of viruses with host organisms, and how these lead to disease are presented with examples drawn from a set of representative animal and human viruses, although selected bacterial viruses will be discussed.

• Department: Biological Sciences
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Vincent R Racaniello
  CULPA: 11 Wikipedia Info
• 3 points

PRAC-INNOVATV SUSTAIN LEADRSHP

This course deals with a fundamental question of sustainability management: how to change organizations and more complex systems, such as communities, industries, and markets, by integrating sustainability concerns in the way that they operate. The course poses this question to a dozen leading sustainability practitioners, who answer it by discussing management strategies that they use in their own work. Through these guest lectures, extensive class discussion, readings, and writing assignments, students identify and simulate applying practical ways for transforming how organizations and complex systems work. The practitioners, who work in the public, private, and nonprofit sectors and in a wide variety of organizations, make presentations in the first hour of the course. Students then have time to ask questions and speak informally with the guest practitioners, and will participate in an instructor-led class discussion, geared toward identifying management strategies, better understanding their application, and considering their effectiveness. By the end of the course, the students gain an understanding of management tools and strategies that they, themselves, would use to integrate sustainability in organizations.

The course complements the M.S. in Sustainability Management program’s required course, Sustainability Management (SUMA K4100). In that course, students study management and organization theory. In the Practicum, students learn directly from leading practitioners, who confront sustainability management issues daily.

• Department: Sustainability Management
• W 6:10 p.m.-8 p.m.
• 1-3 points

CONTEM AMER JEWISH WOMEN'S LIT

CONTEM AMER JEWSH WOMEN'S LIT

The seminar will focus on trends that have emerged over the past three decades in Jewish American women's writing in the fields of memoirs, fiction and Jewish history: the representation and exploration through fictive narratives of women's experiences in American Jewish orthodox communities; reinterpretation of Jewish history through gender analysis; the recording of migration and exile by Jewish women immigrants from the former Soviet Union, Morocco, Iran, and Egypt; and gender transformations. Texts will be analyzed in terms of genre structures, narrative strategies, the role of gender in shaping content and Jewish identity, and the political, cultural and social contexts in which the works were created. The course aims for students to discuss and critically engage with texts in order to develop the skills of analytical and abstract thinking, as well as the ability to express that critical thinking in writing. Prerequisites:
Both
one introductory WGSS course
and
Critical Approaches to Social and Cultural Theory,
or
Permission of the Instructor.

• Department: Women's, Gender, Sexuality Studies @Barnard
• T 4:10 p.m.-6 p.m.
• Instructor: Agnieszka Legutko
  CULPA: 1 Info
• 4 points

ADVANCED MODERN ARMENIAN II

• Department: Middle Eastern, South Asian and African Studies
• F 11:10 a.m.-1 p.m.
• Instructor: Charry Karamanoukian
  Info
• 3 points

STORYTELLING THROUGH DESIGN

• Department: Architecture, Planning and Preservation
• R 11 a.m.-1 p.m.
• Instructor: Hilary M Sample-Meredith
  Info
• 3 points

Peptide and Protein Chemistry

The goal of this course is to explore how chemical methods and concepts have impacted our ability to understand and manipulate protein structure and function. We will navigate this subject through a combination of lectures and structured discussions on research articles from the literature. The course is divided into three segments: (1) In the first part, we will review the rudiments of protein structure and function, then delve into various aspects of enzyme chemistry and polypeptide biosynthesis. (2) In the second part of the course, we will cover synthetic methods to produce and chemically modify peptides and proteins. (3) In the final part, we will discuss chemical approaches to control protein function and monitor protein activity, focusing on methods that use small molecules and mass spectrometry proteomics.

• Department: Chemistry
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Neel H Shah
  CULPA: 1 h-index: 20 Info
• 4 points

Decarbonizing Buildings Studio: Energy s

Building Energy Systems S

Historical co-evolution of building energy systems and fuels. Classifying existing buildings into typologies that are a prevalent combination of building size, age, fuels, equipment, distribution, and zoning controls. Fuels, electricity, furnaces, boilers, heat pumps. Overview of common heat
and hot water distribution systems. Case-study based approach to evaluate retrofit options for each typology. Considerations of location, stagingupgrades, envelope efficiency, retrofit cost structure, paybacks with a view towards decarbonization.

• Department: Mechanical Engineering
• R 1:10 p.m.-3:40 p.m.
• 3 points

REAL ESTATE FINANCE III

• Department: Architecture, Planning and Preservation
• W 3:30 p.m.-5:30 p.m.
• Instructor: Christopher W Munsell
  Info
• 3 points

ADVANCED TOPICS

AFRICA-ASIA-AMERICA

This course explores transcontinental connections across Africa, Asia, and the Americas as
forged in the practices and movements of peoples, in the context of global colonial and
postcolonial orders. We will consider the intersections, crossings, and collaborations of
different communities of the global South across these continents in the course of their social,
cultural, and political struggles to shape and transform the worlds they live in. We will ask, how
might different narratives of these global South connections contribute to our imagination and
practice of global resistance and transformation? Topics include: colonialism, capitalism,
imperialism, Third Worldism, feminism.

• Department: Women's, Gender, Sexuality Studies @Barnard
• W 11:10 a.m.-1 p.m.
• Instructor: Neferti Tadiar
  CULPA: 10 Wikipedia Info
• 4 points

The Maghreb in Transition: Society & Cul

This course explores the production of culture in the contemporary Maghreb. We consider how important dimensions of social and political life are explored in literature and film and, correspondingly, the role that these and other media play in shaping social and political dynamics. The focus is on Algeria, Tunisia and Morocco, but these nations are also situated in broader regional and global contexts. Former French colonies, these three nations  have in common a multilingual cultural environment in which French coexists with Arabic and Amazigh languages.

 

The course begins in roughly 1990, a time of disenchantment when the political regimes established at Independence were challenged and in some cases replaced. We explore the dynamics of Algeria’s ‘Black Decade’ and Morocco’s emergence from the ‘Years of lead,’ then turn to more recent social and political dynamics, notably the ‘Arab spring’ of 2011-2012 and the ongoing Algerian
hirak
. Throughout the course we consider how the arts have responded to and contributed to change while also revisiting the past and reframing national narratives.

 

The course is interdisciplinary, combining historical, sociological and anthropological approaches with close reading of texts and films. The syllabus is organized both historically and thematically. We explore questions including the representation and memory of violence, the geographies and sociology of migration and globalization, and the changing landscape of media and publication. Several sessions explore the meaning of ‘modernity’ in conjunction with explorations of subjectivity and spirituality, gender and sexuality.

• Department: French
• W 2:10 p.m.-4 p.m.
• Instructor: Madeleine Dobie
  CULPA: 14 Info
• 3 points

CLIMATE JUSTICE + DIGITAL REENACTMENTS

CLIM JUSTICE + DIG REENAC

• Department: Architecture, Planning and Preservation
• M 11 a.m.-1 p.m.
• Instructor: Catherine Griffiths
  Info
• 3 points

BIOPHYSICAL CHEMISTRY II

• Department: Chemistry
• TF 4:10 p.m.-5:25 p.m.
• Instructor: Ann E McDermott
  CULPA: 22 Wikipedia Info
• 4.5 points

American Scriptures

What is scripture? How is cannon created? How do particular communities find meaning in varying works of literature? In this seminar, we will explore a number of influential American texts not simply in order to understand how they address questions of the holy and divine presence but also for how they provide creative ways of considering questions that have dogged Americans for centuries. In so doing, we will place literary works in conversation with contemporary theological trends and present-day scholarship on these connections. The course’s main thematic focus will be on government and collective rights; racial difference and questions of theodicy; children’s literature and disciplinary formation; the American libertarian streak; how best to care for the self; and humanity’s connection to nature. Students will examine a variety of texts – from the Declaration of Independence to Carl Sagan and Moby Dick – to better understand what matters to Americans and what do the literary artifacts we leave behind say about our current civilizational moment.

This course will have succeeded in its goals if by its end your operative definition of religion has been significantly jumbled, challenged, and complicated. While many of our historical actors will use the term in different ways, this course is invested not in identifying what is or is not properly “religious,” but rather in examining how ideas operate in the world for the people to whom they’re important. To a certain extent, we must take seriously the claims made by religious actors of God acting in their lives. But in terms of analysis, religion for us will be a fluid concept, one that evades simple definition, and that is always “real” in terms of its effects on belief, action, and identity.

• Department: Religion @Barnard
• W 10:10 a.m.-noon
• Instructor: Andrew E Jungclaus
  Info
• 4 points

MULTI GRAPHICS & REPRESENTATION

• Department: Architecture, Planning and Preservation
• W 11 a.m.-1 p.m.
• Instructor: Wael Morcos
  Info
• 3 points

Plants, Animals and Personhood

PLANTS, ANIMALS & PERSONH

This course is intended to be an opportunity to review the relation between the word “person” and plants and animals, with whom humans abide in a biosphere with no natural boundaries or territories.  While personhood is a recognition of human capability and agency, we have not taken many steps in the direction of recognizing the capability and agency of plants and animals.  Moreover, it is clear that we have diminished many of their functions and even annihilated many of their entire populations.  Nonetheless, there is movement to change this. In our course, three major features of personhood are explored: standing, rights and identity.  Each of these three features are divided into two types:  legal and spiritual standing, juridical and birth rights, and empirical and narrative identities.  Animals and plants are discussed in the context of each of the six types; and are discussed in that order (animals first and plants second) because the movement to change the existing conditions has been more active in relation to animals than to plants.  The growing tendency to blend both plant personhood and animal personhood into environmental or Nature personhood will also be explored.  The overall aim is to help reverse the deleterious conditions generated by the Anthropocene, in which we, and the plants and animals, struggle to live.

• Department: Earth Institute
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Adela J Gondek
  CULPA: 2 Info
• 3 points

EMBODIMENT AND BODILY DIFFERENCE

EMBODIMENT & BODILY DIFFE

At once material and symbolic, our bodies exist at the intersection of multiple competing discourses, including the juridical, the techno-scientific, and the biopolitical. In this course, we will draw upon a variety of critical interdisciplinary literatures—including feminist and queer studies, science and technology studies, and disability studies—to consider some of the ways in which the body is constituted by such discourses, and itself serves as the substratum for social relations. Among the key questions we will consider are the following: What is natural about the body? How are distinctions made between presumptively normal and pathological bodies, and between psychic and somatic experiences?  How do historical and political-economic forces shape the perception and meaning of bodily difference? And most crucially: how do bodies that are multiply constituted by competing logics of gender, race, nation, and ability offer up resistance to these and other categorizations?

• Department: Women's, Gender, Sexuality Studies @Barnard
• W 2:10 p.m.-4 p.m.
• Instructor: Rebecca Jordan-Young
  Wikipedia Info
• 4 points

WASTE/WORKS

• Department: Architecture, Planning and Preservation
• W 11 a.m.-1 p.m.
• Instructor: Amelyn Ng
  Info
• 3 points

REAL ESTATE FINANCE III TUTORIAL

RE FINANCE III TUTORIAL

• Department: Architecture, Planning and Preservation
• T 6:30 p.m.-8 p.m.
• Instructor: Mary E Finley
  Info
• 0 points

ADVANCED CHEMICAL KINETICS

Complex reactive systems. Catalysis. Heterogeneous systems, with an emphasis on coupled chemical kinetics and transport phenomena. Reactions at interfaces (surfaces, aerosols, bubbles). Reactions in solution.

• Department: Chemical Engineering
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Juliana Silva Alves Carneiro
  Info
• 3 points

TERRESTRIAL PALEOCLIMATE - From Science

The ‘Terrestrial Paleoclimate-From Science to Justice' course teaches the close relation and inter-connections between paleoclimate processes, modern climate impacts and solution ideas, and the resulting climate justice challenge.

The course starts with an introduction of the inter-hemispheric patterns of climate changes on glacial-interglacial, millennial and centennial time-scales. We introduce the most prominent and robust climate archives - ice cores, speleothems, mountain glaciers, lake cores and pluvial lakes -, ranging from the polar regions to the tropics- and discuss the methods used to precisely date these records and the various techniques to extract the wealth of climatic information these archives contain.

We focus on the paleoclimate signals from the last glacial cycle, its termination and transition towards the current interglacial, the Holocene period, including the last millennium. This is a climate concept course and the overarching goal will be to highlight the striking harmony of inter-hemispheric climate changes over this period and the inter-connectivity of the various key-elements of the climate system in light of the profound relevance of these climate orchestrations to ongoing climate change. 

In the second module of this course, we will discuss the state of the climate crises in the paleo-context, together with ideas and visions toward
transitions
to a more sustainable future, and the fundamental aspects of
Climate Justice
within these considerations. The final group project brings together all these aspects.

The course consists of formal lectures and discussion groups to recite and digest the new material, solve small problems and understand the connection to current climate events, solutions and Climate Justice. 

Pre-requisites: any introductory level earth, environmental or climate course

• Department: Earth and Environmental Sciences
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Jorg Schaefer
  h-index: 50 Info
• 3 points

EDUCATION AND INEQUALITY

The goal of the course is to introduce students to foundational texts, theories, and research in the field of sociology of education. In particular, we will focus on the role of schooling in social stratification and social reproduction in the United States.

 

This course is organized by broad topic and theme. We will begin with a discussion of the purpose of schooling before moving into a discussion of some theoretical perspectives on the role of schooling in our society. Next, we will discuss inequality in schooling across multiple socio-demographic categories, including social class, race/ethnicity, gender, sexuality, and religion (in addition to inequality at the intersection of multiple social categories). By the end of this course, you should have a strong foundation in research on education’s role in society.

• Department: Sociology
• T 2:10 p.m.-4 p.m.
• Instructor: Marissa Thompson
  Info
• 4 points

SWANA Diasporas: Culture, Politics and I

In this class we will study South-West Asian and North African (SWANA) diasporic populations, social movements and cultural production that have responded to the multi-faceted ramifications of the 21st century war on terror. We will focus on diverse Arab, Iranian, and Afghan diasporas in the United States, where 19th and 20th century legacies of racism, xenophobia, Islamophobia and Orientalism combined in new ways to target these groups after the September 11th, 2001 attacks. Drawing on an interdisciplinary array of texts, including ethnography, fiction, feminist and queer theory, social movement theory, and visual and performance art, we will look at how the “war on terror” has shaped the subjectivities and self-representation of SWANA communities. Crucially, we will examine the gender and sexual politics of Islamophobia and racism and study how scholars, activists and artists have sought to intervene in dominant narratives of deviance, threat, and backwardness attributed to Muslim and other SWANA populations. This course takes up the politics of naming, situating the formation of “SWANA” as part of an anti-colonial genealogy that rejects imperial geographies such as “Middle East.” We will ask how new geographies and affiliations come into being in the context of open-ended war, and what new political identities and forms of cultural production then become possible.

• Department: Women's, Gender, Sexuality Studies @Barnard
• R 10:10 a.m.-noon
• Instructor: Manijeh Moradian
  Info
• 4 points

ADV BOSNIAN/CROATIAN/SERBIAN

Prerequisites: BCRS UN2102 Further develops skills in speaking, reading, and writing, using essays, short stories, films, and fragments of larger works. Reinforces basic grammar and introduces more complete structures.

• Department: Slavic Languages
• TW 1:10 p.m.-2:25 p.m.
• Instructor: Aleksandar Boskovic
  CULPA: 1 Info
• 3 points

MODERN AM ARCHITECTURE

• Department: Architecture, Planning and Preservation
• W 3 p.m.-5 p.m.
• Instructor: Jorge Otero-Pailos
  Wikipedia h-index: 12 Info
• 3 points

POLITICS OF SPACE

• Department: Architecture, Planning and Preservation
• T 11 a.m.-1 p.m.
• Instructor: Mary C McLeod
  Info
• 3 points

CHTENIIA PO RUSSKOI LITERATURE

CHTENIIA PO RUSS LIT: PUSHKIN

• Department: Slavic Languages
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Irina Reyfman
  CULPA: 5 Info
• 3 points

Visionary Medicine: Racial Justice, Heal

VSNRY MED:RCLJSTCHLTH&SCIFIC

In Fall 2014, medical students across the U.S. staged die-ins as part of the nationwide #blacklivesmatter protests. The intention was to create a shocking visual spectacle, laying on the line “white coats for black lives.” The images were all over social media: students of all colors, dressed in lab coats, lying prone against eerily clean tile floors, stethoscopes in pockets, hands and around necks. One prone student held a sign reading, “Racism is Real.” These medical students’ collective protests not only created visual spectacle, but produced a dynamic speculative fiction. What would it mean if instead of Michael Brown or Eric Garner or Freddie Gray, these other, more seemingly elite bodies were subjected to police violence? In another viral image, a group of African American male medical students from Harvard posed wearing hoodies beneath their white coats, making clear that the bodies of some future doctors could perhaps be more easily targeted for state-sanctioned brutality. “They tried to bury us,” read a sign held by one of the students, “they didn’t realize we were seeds.” Both medicine and racial justice are acts of speculation; their practices are inextricable from the practice of imagining. By imagining new cures, new discoveries and new futures for human beings in the face of illness, medicine is necessarily always committing acts of speculation. By imagining ourselves into a more racially just future, by simply imagining ourselves any sort of future in the face of racist erasure, social justice activists are similarly involved in creating speculative fictions. This course begins with the premise that racial justice is the bioethical imperative of our time. It will explore the space of science fiction as a methodology of imagining such just futures, embracing the work of Asian- and Afroturism, Cosmos Latinos and Indigenous Imaginaries. We will explore issues including Biocolonialism, Alien/nation, Transnational Labor and Reproduction, the Borderlands and Other Diasporic Spaces. This course will be seminar-style and will make central learner participation and presentation. The seminar will be inter-disciplinary, drawing from science and speculative fictions, cultural studies, gender studies, narrative medicine, disability studies, and bioethics. Ultimately, the course aims to connect the work of science and speculative fiction with on the ground action and organizing.

• Department: Ethnicity and Race, Center for
• R 12:10 p.m.-2 p.m.
• Instructor: Sayantani T Dasgupta
  CULPA: 2 Info
• 4 points

COMPUTER HARDWARE DESIGN

Practical aspects of computer hardware design through the implementation, simulation, and prototyping of a PDP-8 processor. High-level and assembly languages, I/O, interrupts, datapath and control design, pipelining, busses, memory architecture. Programmable logic and hardware prototyping with FPGAs. Fundamentals of VHDL for register-transfer level design. Testing and validation of hardware. Hands-on use of industry CAD tools for simulation and synthesis.

• Department: Electrical Engineering
• MW 8:40 a.m.-9:55 a.m.
• Instructor: Tanvir Ahmed Khan
  Info
• 3 points

FOURTH-YEAR RUSSIAN II

• Department: Slavic Languages
• MWF 2:40 p.m.-3:55 p.m.
• Instructor: Tatiana Mikhailova
  Info
• 4 points

LAB TECHNIQUES IN ARCHAEOLOGY

“Laboratory Methods in Archaeology” is an intensive introduction to the analysis of archaeological artifacts and samples in which we explore how the organic and inorganic remains from archaeological sites can be used to build rigorous claims about the human past. In 2023, this course will focus on pre-contact and post-contact assemblages from the New York-metro area, including materials from the legacy collections of Ralph Solecki. Participants will be introduced to the history, geology, and ecology of the New York area and specialized laboratory modules focus on the analysis of chipped stone artifacts, ceramics, animal bone, glass, and a range of post-contact artifacts.

The course only demands participation in the seminars and laboratory modules and successful completion of the written assignments, but all students are encouraged to develop specialized research projects to be subsequently expanded into either (1) a thesis project or (2) a conference presentation at the Society for American Archaeology, Society for Historical Archaeology, or Theoretical Archaeology Group meeting.

• Department: Anthropology
• F 10:10 a.m.-noon
• Instructor: Zoe Crossland
  CULPA: 9 h-index: 17 Info
• 3 points

QUES IN ARCH HISTORY II

Developments in architectural history during the modern period. Emphasis on moments of significant change in architecture (theoretical, economic, technological, and institutional). Themes include positive versus arbitrary beauty, enlightenment urban planning, historicism, structural rationalism, the housing reform movement, iron and glass technology, changes generated by developments external or internal to architecture itself and transformations in Western architecture.

• Department: Architecture, Planning and Preservation
• W 11 a.m.-1 p.m.
• Instructor: Mark Wigley
  Wikipedia Info
• Instructor: Felicity Scott
  Info
• Instructor: Ateya A Khorakiwala
  Info
• 3 points

Biomechanics of Developmental Biology

BIOMECHANICS DEVELOPMENTA

Biophysical mechanisms of tissue organization

during embryonic development: conservation laws, reaction-diffusion, finite elasticity, and fluid mechanics are reviewed and applied to a broad range of topics in developmental biology, from early development to later organogenesis of the central nervous, cardiovascular, musculoskeletal, respiratory, and gastrointestinal systems. Subdivided into modules on patterning (conversion of diffusible cues into cell fates) and morphogenesis (shaping of tissues), the course will include lectures, problem sets, reading of primary literature, and a final project.

• Department: Biomedical Engineering
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Nandan L Nerurkar
  Info
• 3 points

CINEMA OF SUBVERSION

Russian filmmaker Andre Tarkovsky said that “the artist has no right to an idea in which he is not socially committed.” Argentine filmmaker Fernando Solanas and Spanish-born Octavio Getino postulated an alternative cinema that would spur spectators to political action. In this course we will ask the question: How do authoritarian governments influence the arts, and how do artists respond? We will study how socially committed filmmakers have subverted and redefined cinema aesthetics to challenge authoritarianism and repression. In addition, we will look at how some filmmakers respond to institutional oppression, such as poverty and corruption, even within so-called “free” societies. The focus is on contemporary filmmakers but will also include earlier classics of world cinema to provide historical perspective. The course will discuss these topics, among others: What is authoritarianism, what is totalitarianism, and what are the tools of repression within authoritarian/totalitarian societies? What is Third Cinema, and how does it represent and challenge authoritarianism? How does film navigate the opposition of censorship, propaganda and truth? How do filmmakers respond to repressive laws concerning gender and sexual orientation? How do they deal with violence and trauma? How are memories of repressive regimes reflected in the psyche of modern cinema? And finally, what do we learn about authority, artistic vision, and about ourselves when we watch these films?

• Department: Ethnicity and Race, Center for
• R 4:10 p.m.-6 p.m.
• Instructor: Eric Gamalinda
  CULPA: 9 Wikipedia Info
• 4 points

Writers on History: Robert Musil

Writers on Hist: Robert M

This seminar is devoted to examining the work of writers who address the nature and course of history in their imaginative and non-fiction work. This semester we will be exploring the work of Robert Musil, in particular his great unfinished novel,
The Man Without Qualities
, with its imaginative account of Vienna in the lead up to World War I and an exploration into the fundamental historical dynamics of Western modernity.

• Department: History
• R 4:10 p.m.-6 p.m.
• Instructor: Mark Lilla
  CULPA: 57 Wikipedia Info
• 4 points

Green Chemical Engineering & Innovation

Approaches used in chemistry and chemical engineering to design green, sustainable products and processes; focus of using the tenets of green chemistry as a means for chemical innovation. Technical and design practice and measuring the impacts of green and conventional approaches emphasized. Themes of business, regulatory, ethical, and social considerations relevant to chemical engineering practice.

• Department: Chemical Engineering
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Christopher S Chen
  Info
• 3 points

Advocacy for Socio-Economic RIghts

Advocacy Socio-Economic R

This course will examine practical issues, opportunities, tactics and strategies to advocate for economic and social rights. The course will incorporate central debates about economic and social rights, such as how to identify violators and define state responsibility, whether these rights can be litigated, and how to make implementable recommendations for change, measure implementation and measure impact. The course will also look more in depth at the standards and fulfillment challenges on several of the key rights including health, housing, education, and labor.  

Throughout the course, you will focus on one economic and social rights topic of your choice. Through the lens of your chosen topic, you will review how organizations and social movements have engaged to affect change on similar issues, and use that research to explore many of the practical skills of advocacy and campaigning: framing recommendations and calls to action; drafting policy briefs; crafting media pitches and social media content; and designing and evaluating an overall advocacy strategy.

• Department: Institute for Study of Human Rights
• T 4:10 p.m.-6 p.m.
• Instructor: Mila H Rosenthal
  Info
• 3 points

Crime, Sex, Race and the Politics of Pur

The Politics of Purity

The politics of what and who counts as worthy, good, or pure mediates possibilities for political and legal life. This course takes as its central question: how do certain ideas around purity and innocence come to appear natural? By considering a wide range of topics including carceral studies, immigration, race-making, settler colonialism, gender and sexuality and cultural studies, we will uncover the ways that cultural objects circulate and do political work. How are notions of race, crime, and purity produced, policed, and lived? And finally, how might we live otherwise—against innocence?

• Department: American Studies @Barnard
• R 10:10 a.m.-noon
• Instructor: Daria Reaven
  Info
• 4 points

LABOR ECONOMICS

Prerequisites: ECON UN3211 and ECON UN3213. This course examines labor markets through the lens of economics. In broad terms, labor economics is the study of the exchange of labor services for wages—a category that takes in a wide range of topics. Our objective in this course is to lay the foundations for explaining labor market phenomena within an economic framework and subsequently apply this knowledge-structure to a select set of questions. Throughout this process we will discuss empirical research, which will highlight the power (as well as the limitations) of employing economic models to real-world problems. By the end of this course we will have the tools/intuition to adequately formulate and critically contest arguments concerning labor markets.

• Department: Economics
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Tatiana Mocanu
  Info
• 3 points

Sustainable Development in Rwanda

SDEV IN RWANDA

This travel course will give students the opportunity to explore what sustainable development means in the context of Sub-Saharan Africa. Satisfying the workshop requirement for SDEV majors, the course is organized around two projects that students will tackle in teams. Ahead of traveling to Rwanda, three main activities will structure the course. First, students will learn about colonial history and current sustainable development efforts in Sub-Saharan Africa. Second, they will be organized into teams to pursue preliminary research on one of two projects. Third, they will be paired with an undergraduate student at the University of Rwanda and begin regular correspondence using WhatsApp. The travel week will be held over spring break. We will be based in the capitol city Kigali, with some in-country travel to explore beyond the urban core. Students will work in teams alongside their University of Rwanda peers to advance the goals of their project. When we return to the U.S., the final weeks of the class will be devoted to focused team work, as students complete their projects.

• Department: Earth Institute
• T 12:10 p.m.-2 p.m.
• Instructor: Lisa Dale
  CULPA: 6 Info
• 4 points

ADVANCED PRINTMAKING

Prerequisites: VIAR R2420, or VIAR R2430. (Formerly R3415) Designed for students who have already taken one semester of a printmaking course and are interested in continuing on an upper level. Students are encouraged to work in all areas, separate or combined, using their own vocabulary and imagery to create a body of work by the end of the semester. If the class is full, please visit http://arts.columbia.edu/undergraduate-visual-arts-program.

• Department: Visual Arts
• T 10 a.m.-4 p.m.
• 3 points

Introduction to Kinematics of Machines a

Kinematics of Machines Ro

Introduction to kinematic analysis and design of machines and robots.  Analytical and graphical synthesis of four-bar linkages. Planar displacements of rigid bodies. Spherical displacements of rigid bodies. Spatial displacements of rigid bodies. Rigid body velocities and wrenches. Concepts of kinematics of open-chain linkages.

• Department: Mechanical Engineering
• T 4:10 p.m.-6:40 p.m.
• Instructor: Qiao Lin
  h-index: 41 Info
• 3 points

Biological Image Computing

We will aim for practical understanding of the fundamentals of Python programming, image visualization & rendering tools and common image processing tasks, including image segmentation, measurements of features and registration.

• Department: Biological Sciences
• TR 11:40 a.m.-12:55 p.m.
• Instructor: Raju Tomer
  h-index: 23 Info
• 3 points

Corporate Finance, Accounting & Investme

CorpFin, Account & Invest

Interpret financial statements, build cash flow models, value projects, value companies, and make Corporate Finance decisions. Additional topics include: cost of capital, dividend policy, debt policy, impact of taxes, Shareholder/Debtholder agency costs, dual-class shares, using option pricing theory to analyze management behavior, investment banking activities, including equity underwriting, syndicated lending, venture capital, private equity investing and private equity secondaries. Application of theory in real-world situations: analyzing financial activities of companies such as General Electric, Google, Snapchat, Spotify, and Tesla.

• Department: Industrial Engineering and Operations Research
• W 5:40 p.m.-6:55 p.m.
• Instructor: Rodney Sunada-Wong
  Info
• 3 points

SIMULATION

Generation of random numbers from given distributions; variance reduction; statistical output analysis; introduction to simulation languages; application to financial, telecommunications, computer, and production systems. Graduate students must register for 3 points. Undergraduate students must register for 4 points. Note: Students who have taken IEOR E4703 Monte Carlo simulation may not register for this course for credit. Recitation section required.

• Department: Industrial Engineering and Operations Research
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Henry Lam
  h-index: 17 Info
• 3 points

PRODUCTION SCHEDULING

Required for undergraduate students majoring in IE and OR. Job shop scheduling: parallel machines, machines in series; arbitrary job shops. Algorithms, complexity, and worst-case analysis. Effects of randomness: machine breakdowns, random processing time. Term project.

• Department: Industrial Engineering and Operations Research
• TR 8:40 a.m.-9:55 a.m.
• Instructor: Clifford Stein
  CULPA: 31 Wikipedia h-index: 53 Info
• 3 points

PRIN OF ULTRASOUND IN MEDICINE

ULTRASOUND IN DIAGNOSTC IMAGNG

Fourier analysis. Physics of diagnostic ultrasound and principles of ultrasound imaging instrumentation. Propagation of plane waves in lossless medium; ultrasound propagation through biological tissues; single-element and array transducer design; pulse-echo and Doppler ultrasound instrumentation, performance evaluation of ultrasound imaging systems using tissue-mimicking phantoms, ultrasound tissue characterization; ultrasound nonlinearity and bubble activity; harmonic imaging; acoustic output of ultrasound systems; biological effects of ultrasound.

• Department: Biomedical Engineering
• W 2:30 p.m.-5 p.m.
• Instructor: Elisa Konofagou
  Wikipedia h-index: 71 Info
• 3 points

EGYPT IN THE CLASSICAL WORLD

This class traces Egypt's evolving integration into the Classical World from the Saite Dynasty (c. 685 BCE) to the suppression of paganism by the Coptic church. We'll pay close attention to the flashpoints that created conflicts between pagan Egyptians, Greeks, Jews, and Christians and also to integrative aspects of society.

• Department: Classics @Barnard
• MW 11:40 a.m.-12:55 p.m.
• Instructor: Ellen Morris
  CULPA: 10 Info
• 3 points

HIST WRITING EAST ASIA

• Department: East Asian Languages and Cultures
• MW 4:10 p.m.-5:25 p.m.
• Instructor: John D Phan
  CULPA: 4 Info
• 3 points

HIST OF LITERARY CRITICISM:PLATO TO KANT

• Department: English and Comparative Literature
• Instructor: Kathy H Eden
  CULPA: 19 Wikipedia Info
• 3 points

GAME THEORY

Prerequisites: ECON UN3211 and ECON UN3213 Introduction to the systematic treatment of game theory and its applications in economic analysis.

• Department: Economics
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Babak Somekh
  Info
• 3 points

Internet Technology, Economics, and Poli

INTERNET TECHN ECON AND P

Technology, economic and policy aspects of the Internet. Summarizes how the Internet works technically, including protocols, standards, radio spectrum, global infrastructure and interconnection. Micro-economics with a focus on media and telecommunication economic concerns, including competition and monopolies, platforms, and behavioral economics. US constitution, freedom of speech, administrative procedures act and regulatory process, universal service, role of FCC. Not a substitute for CSEE4119. Suitable for non-majors.

• Department: Computer Science
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Henning G Schulzrinne
  CULPA: 12 Info
• 3 points

ARCH APROPOS ART

• Department: Architecture, Planning and Preservation
• R 11 a.m.-1 p.m.
• Instructor: Steven M Holl
  Info
• 3 points

PRIN OF MAG RESONANCE IMAGING

Fundamental principles of Magnetic Resonance Imaging (MRI), including the underlying spin physics and mathematics of image formation with an emphasis on the application of MRI to neuroimaging, both anatomical and functional. The examines both theory and experimental design techniques.

• Department: Biomedical Engineering
• R 4:10 p.m.-6:40 p.m.
• Instructor: John T Vaughan
  Info
• 3 points

NERVOUS SYSTEMS

• Department: Architecture, Planning and Preservation
• W 11 a.m.-1 p.m.
• Instructor: Lindy Roy
  Info
• 3 points

PRACTICAL STYLISTICS-RUSS LANG

Prerequisites: RUSS W4334 or the equivalent or the instructor's permission. Prerequisite: four years of college Russian or instructor's permission. The course will focus on theoretical matters of language and style and on the practical aspect of improving students' writing skills. Theoretical aspects of Russian style and specific Russian stylistic conventions will be combined with the analysis of student papers and translation assignments, as well as exercises focusing on reviewing certain specific difficulties in mastering written Russian.

• Department: Slavic Languages
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Irina Reyfman
  CULPA: 5 Info
• 3 points