STATISTICS AND DATA ANALYSIS

Descriptive statistics, central limit theorem, parameter estimation, sufficient statistics, hypothesis testing, regression, logistic regression, goodness-of-fit tests, applications to operations research models.

• Department: Industrial Engineering and Operations Research
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Fabrizio Lecci
  Info
• 3 points

BUDDHISM & DAOISM IN CHINA

In recent decades, the study of the so-called “Buddho-Daoism” has become a burgeoning field that breaks down the traditional boundary lines drawn between the two Chinese religious traditions. In this course we will read secondary scholarship in English that probes the complex relationships between Buddhism and Daoism in the past two millennia. Students are required not only to be aware of the tensions and complementarity between them, but to be alert to the nature of claims to either religious purity or mixing and the ways those claims were put forward under specific religio-historical circumstances. The course is organized thematically rather than chronologically. We will address topics on terminology, doctrine, cosmology, eschatology, soteriology, exorcism, scriptural productions, ritual performance, miracle tales and visual representations that arose in the interactions of the two religions, with particular attention paid to critiquing terms such as “influence,”  “encounter,” “dialogue,” “hybridity,” “syncretism,” and “repertoire.” The course is designed for both advanced undergraduate and graduate students in the fields of East Asian religion, literature, history, art history, sociology and anthropology. One course on Buddhism or Chinese religious traditions is recommended, but not required, as background.

• Department: Religion
• R 4:10 p.m.-6 p.m.
• Instructor: Zhaohua Yang
  Info
• 4 points

SOLID BIOMECHANICS

Applications of continuum mechanics to the understanding of various biological tissues properties. The structure, function, and mechanical properties of various tissues in biolgical systems, such as blood vessels, muscle, skin, brain tissue, bone, tendon, cartilage, ligaments, etc. are examined. The establishment of basic governing mechanical principles and constitutive relations for each tissue. Experimental determination of various tissue properties. Medical and clinical implications of tissue mechanical behavior.

• Department: Biomedical Engineering
• T 1:10 p.m.-3:40 p.m.
• None None-None
• Instructor: X. Edward Guo
  CULPA: 2 h-index: 70 Info
• 3 points

Narrating Premodern Korea

This course examines historical narratives and record-keeping in premodern Korea, focusing on the Chosŏn dynasty (1392–1910). It explores writing as a medium of power that shaped politics, social order, gender relations, and cultural identity. Through diverse texts, including official chronicles, didactic texts, memoirs, and (auto)biographies, students will analyze how individuals and institutions used writing to assert authority, express dissent, and document their lives.

• Department: East Asian Languages and Cultures
• M 4:10 p.m.-6 p.m.
• Instructor: Jungwon Kim
  CULPA: 2 Info
• 4 points

ADVANCED ARMENIAN I

Advanced instruction in the Armenian dialect. No P/D/F or R credit is allowed for this class.

• Department: Middle Eastern, South Asian and African Studies
• F 11:10 a.m.-1 p.m.
• Instructor: Charry Karamanoukian
  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
• M 6:10 p.m.-8 p.m.
• 1-3 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: Auditing
• M 6:10 p.m.-8 p.m.
• Instructor: Sophia Huda
  Info
• 0 points

MAKING WITHOUT OBJECTS

Prerequisites: VIAR UN2300 (Formerly R3302) Laboratory in Relational Art; Sculpture without Objects The purpose of this class will be to explore the function of Relational Aesthetics in contemporary art practice and to develop ideas about the role of context in art, as the students develop their own site-specific works and research historical precedents for art designed to be exhibited in non-traditional venues. This course will also prepare students for professional work preparing art for venues of that type. This class will be structured around studio work, with an emphasis on the development and production of a final site-specific project. In order to foster students’ growth and ongoing investigation into the nature of contemporary sculpture, the class will also be comprised of slide lectures, visits to local artists’ studios, and galleries, as well as various public art projects throughout the city. As the semester progresses, the emphasis will gradually be shifted from research to intensive studio work on a final project, often a proposal for a site-specific work in a non-traditional venue. Generally, the first half of each class session will be dedicated to lecture and discussion, while the second half will be dedicated to individual studio work and critique.

• Department: Visual Arts
• M 10 a.m.-4 p.m.
• Instructor: Rirkrit Tiravanija
  Wikipedia Info
• 3 points

EUROPEAN ROMANTICISM

• Department: History
• T 2:10 p.m.-4 p.m.
• Instructor: Michael F Stanislawski
  CULPA: 66 Wikipedia Info
• 4 points

CHEMICAL BIOLOGY

Prerequisites: (CHEM UN2443 and CHEM UN2444) and (CHEM UN3079 and CHEM UN3080) and (BIOC UN3501) , or the equivalent. Development and application of chemical methods for understanding the molecular mechanisms of cellular processes. Review of the biosynthesis, chemical synthesis, and structure and function of proteins and nucleic acids. Application of chemical methods--including structural biology, enzymology, chemical genetics, and the synthesis of modified biological molecules--to the study of cellular processes--including transcription, translation, and signal transduction.

• Department: Chemistry
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Virginia W Cornish
  CULPA: 47 Wikipedia h-index: 46 Info
• 4 points

ANALOG ELECTRONIC CIRCUITS

Differential and multistage amplifiers; small-signal analysis; biasing techniques; frequency response; negative feedback; stability criteria; frequency compensation techniques. Analog layout techniques. An extensive design project is an integral part of the course.

• Department: Electrical Engineering
• R 4:10 p.m.-6:40 p.m.
• Instructor: Armagan Dascurcu
  Info
• 3 points

RE FINANCE II: CASE STUDIES

• Department: Architecture, Planning and Preservation
• W 6 p.m.-8 p.m.
• Instructor: Christopher W Munsell
  Info
• 3 points

INTRO TO COMBUSTION

Thermodynamics and kinetics of reacting flows; chemical kinetic mechanisms for fuel oxidation and pollutant formation; transport phenomena; conservation equations for reacting flows; laminar nonpremixed flames (including droplet vaporization and burning); laminar premixed flames; flame stabilization, quenching, ignition, extinction, and other limit phenomena; detonations; flame aerodynamics and turbulent flames.

• Department: Mechanical Engineering
• R 1:10 p.m.-3:40 p.m.
• Instructor: Michael Burke
  h-index: 22 Info
• 3 points

URBAN DESIGN FOR PLANNERS

• Department: Architecture, Planning and Preservation
• W 9 a.m.-11 a.m.
• Instructor: Jeffrey Shumaker
  Info
• 3 points

ECONOMIC DEVELOPMENT

How do families decide who gets educated and who goes to work? Why do some people remain unemployed even when jobs are available? How do institutions, laws, and cultural norms shape who works, where, and for how much - and what are the consequences of these decisions around the world?

ECON GU4321 explores the economic lives of people in low- and middle-income countries, with a focus on family and labor market issues. We'll examine how individuals and families make decisions about work, education, and marriage - and how these choices are shaped by social norms, market failures, and government policies.

The course tackles contemporary development challenges including women's labor force participation, discrimination in hiring and wages, the relationship between marriage markets and human capital investment, and how climate change reshapes employment opportunities. Using both theoretical and empirical tools, we'll analyze the policy implications of these issues.

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

DIGITAL VLSI CIRCUITS

Design and analysis of high speed logic and memory. Digital CMOS and BiCMOS device modeling. Integrated circuit fabrication and layout. Interconnect and parasitic elements. Static and dynamic techniques. Worst-case design. Heat removal and I/O. Yield and circuit reliability. Logic gates, pass logic, latches, PLAs, ROMs, RAMs, receivers, drivers, repeaters, sense amplifiers.

• Department: Electrical Engineering
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Kenneth Shepard
  CULPA: 2 Wikipedia h-index: 64 Info
• 3 points

BIOPHYSICAL CHEMISTRY I

This course provides a rigorous introduction to the theory underlying widely used biophysical methods, which will be illustrated by practical applications to contemporary biomedical research problems. The course has two equally important goals. The first goal is to explain the fundamental approaches used by physical chemists to understand  the behavior of molecules and to develop related analytical tools. The second goal is to prepare students to apply these methods themselves to their own molecular biology research projects. The course will be divided into seven modules: (i) solution thermodynamics with an emphasis on application to analysis of protein structure, folding, and binding interactions; (ii) hydrodynamic methods; (iii) statistical analysis of experimental data; (iv) molecular dynamics calculations; (v) optical spectroscopy with an emphasis on fluorescence; (vi) nuclear magnetic resonance spectroscopy; and (vii) light-scattering and diffraction methods including an overview of cryogenic electron microscopy reconstruction methods. In each module, the underlying physical theories and models will be presented and used to derive the mathematical equations applied to the analysis of experimental data.  Weekly recitations will emphasize the analysis of real experimental data and understanding the applications of biophysical experimentation in published research papers.  The problem sets emphasize use of PyMOL for analysis of macromolecular structures and use of standard curve-fitting software for analysis of protein binding data; detailed tutorials on the related methods are provided in the recitation sections.  The first three modules will be covered in Biophysical Chemistry I during the fall term, while the final three  will be covered in Biophysical Chemistry II during the spring term, and treatment of molecular dynamics calculations will be divided between the two terms.

• Department: Biological Sciences
• TR 1:10 p.m.-2:25 p.m.
• 4 points

Abolition Medicine: Medical Racisms and

In 1935, WEB Dubois wrote about abolition democracy: an idea based not only on breaking down unjust systems, but on building up new, antiracist social structures. Scholar activists like Angela Davis, Ruth Gilmore and Mariame Kaba have long contended that the abolition of slavery was but one first step in ongoing abolitionist practices dismantling racialized systems of policing, surveillance and incarceration. The possibilities of prison and police abolition have recently come into the mainstream national consciousness during the 2020 resurgence of nationwide Black Lives Matters (BLM) protests. As we collectively imagine what nonpunitive and supportive community reinvestment in employment, education, childcare, mental health, and housing might look like, medicine must be a part of these conversations. Indeed, if racist violence is a public health emergency, and we are trying to bring forth a “public health approach to public safety” – what are medicine’s responsibilities to these social and institutional reinventions?

Medicine has a long and fraught history of racial violence. It was, after all, medicine and pseudoscientific inquiry that helped establish what we know as the racial categorizations of today: ways of separating human beings based on things like skin color and hair texture that were used (and often continue to be used) to justify the enslavement, exclusion, or genocide of one group of people by another. Additionally, the history of the professionalization of U.S. medicine, through the formation of medical schools and professional organizations as well as and the certification of trained physicians, is a history of exclusion, with a solidification of the identity of “physician” around upper middle class white masculinity. Indeed, the 1910 Flexner Report, whose aim was to make consistent training across the country’s medical schools, was explicit in its racism. From practices of eugenic sterilization, to histories of experimentation upon bodies of color, medicine is unfortunately built upon racist, sexist and able-ist practices.

This course is built on the premise that a socially just practice of medicine is a bioethical imperative. Such a practice cannot be achieved, however, without examining medicine’s histories of racism, as well as learning from and building upon histories of anti-racist health practice. The first half of the semester will be dedicated to learning about histories of medical racism: from eugenics and racist experiment

• Department: Comparative Literature and Society, Institute for
• R 12:10 p.m.-2 p.m.
• Instructor: Sayantani T Dasgupta
  CULPA: 2 Info
• 3 points

REAL ESTATE EXCEL MODELING TUTORIAL II

RE EXCEL MODELING TUTORIA

• Department: Architecture, Planning and Preservation
• T 5:30 p.m.-7 p.m.
• Instructor: Eric B Andersen
  Info
• 0 points

RADIOBIOLOGY FOR MED PHYS

Interface between clinical practice and quantitative radiation biology. Microdosimetry, dose-rate effects and biological effectiveness thereof; radiation biology data, radiation action at the cellular and tissue level; radiation effects on human populations, carcinogenesis, genetic effects; radiation protection; tumor control, normal-tissue complication probabilities; treatment plan optimization.

• Department: Applied Physics and Applied Mathematics
• R 5 p.m.-7 p.m.
• Instructor: Marco Zaider
  Info
• 3 points

Cellular Bioengineering & Therapeutics

CellBioEng&Therapeutics

Explores cutting-edge field of cellular bioengineering and applications of cell therapies. Comprehensive understanding of the principles, techniques, and ethical considerations involved in cells for medical applications studied.

• Department: Biomedical Engineering
• W 1:30 p.m.-4 p.m.
• Instructor: Ke Cheng
  Info
• 3 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: Video Network
• Instructor: Robert G Bozic
  Info
• 3 points

Catalysis and Kinetics of Sustainable CO

Catl & Kinet Sust. CO2

Fundamentals of catalyst design and characterization, kinetic modeling and interpretation, and reactor design for CO2 utilization technologies. Topics include tandem catalysis, fundamentals of electrocatalysis, heterogeneous catalysis, catalytic processes for the activation of CO2, and reactive capture. Course grades are based on evaluating case studies, quizzes, and the final project design, where students apply concepts learned in class to propose solutions for practical, real-world CO2 utilization challenges.

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

FINITE ELEMENT ANALYSIS I

Direct stiffness approach for trusses. Strong and weak forms for one-dimensional problems. Galerkin finite element formulation, shape functions, Gauss quadrature, convergence. Multidimensional scalar field problems (heat conduction), triangular and rectangular elements, Isoparametric formulation. Multidimensional vector field problems (linear elasticity). Practical FE modeling with commercial software (ABAQUS). Computer implementation of the finite element method. Advanced topics. Not open to undergraduate students.

• Department: Civil Engineering and Engineering Mechanics
• M 7:10 p.m.-9:40 p.m.
• Instructor: Haim Waisman
  CULPA: 3 h-index: 29 Info
• 3 points

READINGS IN CZECH LITERATURE I

Prerequisites: two years of college Czech or the equivalent. A close study in the original of representative works of Czech literature. Discussion and writing assignments in Czech aimed at developing advanced language proficiency.

• Department: Slavic Languages
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Christopher W Harwood
  CULPA: 4 Info
• 3 points

SUPERVISED STUDIES IN GERMANY (BCGS)

German Discourse&Cult.III

• Department: Global Programs
• Instructor: Carmen Mueller
  Info
• 6 points

SHI'ISM

• Department: Religion @Barnard
• R 12:10 p.m.-2 p.m.
• Instructor: Hussein Rashid
  CULPA: 3 Info
• 4 points

EARLY TWENTIETH CENT PHILOS

• Department: Philosophy
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Jessica Collins
  Info
• 3 points

SURVEY OF NEUROSCIENCE

See syllabus attached

• Department: Neurobiology and Behavior
• MW 4 p.m.-6 p.m.
• 4 points

TRAD AM ARCHITECTURE

Guiding ideals in American architecture from the centennial to around 1960. The evolution of modernism in America is contrasted with European developments and related to local variants.

• Department: Architecture, Planning and Preservation
• T 11 a.m.-1 p.m.
• Instructor: Andrew S Dolkart
  CULPA: 1 Wikipedia Info
• 3 points

FOURTH-YEAR RUSSIAN I

Prerequisites: RUSS UN3101 and RUSS UN3102 Third-Year Russian I and II, or placement test. Systematic study of problems in Russian syntax; written exercises, translations into Russian, and compositions. Conducted entirely in Russian.

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

Truth from the Past: Introduction to the

Philosophy of History

Exploring philosophies of history from the ancient Greeks to the present.

• Department: History
• M 12:10 p.m.-2 p.m.
• Instructor: Mark Mazower
  CULPA: 10 Wikipedia Info
• 4 points

QUES IN ARCH HIST I

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: Mabel O Wilson
  Wikipedia h-index: 8 Info
• Instructor: Lucia Allais
  Info
• Instructor: Chelsea A Spencer
  Info
• 3 points

PLANNG/MGT-URBAN HYDROLGC SYST

Introduction to runoff and drainage systems in an urban setting, including hydrologic and hydraulic analyses, flow and water quality monitoring, common regulatory issues, and mathematical modeling. Applications to problems of climate variation, land use changes, infrastructure operation and receiving water quality, developed using statistical packages, public-domain models, and Geographical Information Systems (GIS). Team projects that can lead to publication quality analyses in relevant fields of interest. Emphasis on the unique technical, regulatory, fiscal, policy, and other interdisciplinary issues that pose a challenge to effective planning and management of urban hydrologic systems.

• Department: Earth and Environmental Engineering
• R 4:10 p.m.-6:40 p.m.
• Instructor: Eric A Rosenberg
  Info
• 3 points

Building Energy Modeling and Simulation

Bldg Energy Modeling/Simu

Review of building energy modeling techniques for simulating time-varying demand. Detailed Physics-based models, gray-box and black-box modeling. Static and dynamic models of building energy systems. Deterministic and Stochastic occupancy modeling. Modeling of control and dispatch of HVAC and local energy systems. Implementation of models in Energyplus and Modelica platforms. Modeling of low and net-zero carbon buildings and local energy systems.

• Department: Mechanical Engineering
• T 1:10 p.m.-3:40 p.m.
• Instructor: Bianca N Howard
  Info
• 3 points

Montaigne and the Modern Self

This seminar, which focuses on Montaigne’s 
Essays
, is one of a series on the history of the modern self.  The series has included seminars on figures like Pascal, Rousseau, and Tocqueville, and will continue to expand.

• Department: History
• R 2:10 p.m.-4 p.m.
• Instructor: Mark Lilla
  CULPA: 57 Wikipedia Info
• 4 points

INTRO TO THEORETICAL NEUROSCIENCE

• Department: Neurobiology and Behavior
• TR 2 p.m.-3 p.m.
• 3 points

POWER ELECTRONICS

Introduction to power electronics; power semiconductor devices: power diodes, thyristors, commutation techniques, power transistors, power MOSFETs, Triac, IGBTs, etc. and switch selection; non-sinusoidal power definitions and computations, modeling, and simulation; half-wave rectifiers; single-phase, full-wave rectifiers; three-phase rectifiers; AC voltage controllers; DC/DC buck, boost, and buck-boost converters; discontinuous conduction mode of operation; DC power supplies: Flyback, Forward converter; DC/AC inverters, PWM techniques; three-phase inverters.

• Department: Electrical Engineering
• M 1:10 p.m.-3:40 p.m.
• 3 points

MULTISCALE COMP SCI & ENGIN

Introduction to multiscale analysis. Information-passing bridging techniques: among them, generalized mathematical homogenization theory, the heterogeneous multiscale method, variational multiscale method, the discontinuous Galerkin method and the kinetic Monte Carlo–based methods. Concurrent multiscale techniques: domain bridging, local enrichment, and multigrid-based concurrent multiscale methods. Analysis of multiscale systems.

• Department: Civil Engineering and Engineering Mechanics
• R 1:10 p.m.-3:40 p.m.
• Instructor: Jacob Fish
  CULPA: 1 Wikipedia h-index: 54 Info
• 3 points

Literati Culture in Pre-Modern China

Literati Cult. Pre-Mod. C

Premodern Chinese literati have long been regarded as active historical agents who shaped “This Culture of Ours”—a metonym for civilization in the premodern Sinitic context—while they also fed from, partook in, and influenced popular and foreign cultures. Besides “literary writings” like poetry and prose, literati also engaged in calligraphy, painting, and antiquarianism under the umbrella term of “literary or cultural arts.” In turn, the creation and appreciation of artwork were intrinsic to the aesthetic life of literati community and further established their self-identity. At the same time, social exclusivity, (self-)doubt and identity crises, along with the looming threat of cultural decline, have continually haunted this literati community throughout the ages.

Covering the long trajectory of imperial China, this course reveals the birth and development of literati culture. In particular, we take an interdisciplinary approach, introducing intellectual and poetic discourses, socio-historical contexts, literary criticism, visual and material culture, to envision a “common ground” for their civil world. Textual, visual sources plus material objects are meant to have conversations with each other in this course. Important issues include historical transformations of the elite class, cultural geography in different eras, materiality and visuality of elite calligraphy and painting, literati self-expression through aesthetic practice, the roles of the court and literati in producing and preserving art, as well as other relevant issues such as gender studies, vernacular literature, and commodity society.

This course is cross-listed in AMEC and CPLT. For undergraduates, no background in Chinese language is required in this course, and all reading materials—either translation of primary sources or secondary scholarship—are accessible in English.

• Department: Asian and Middle East @Barnard
• W 2:10 p.m.-4 p.m.
• Instructor: Lili Xia
  Info
• 4 points

POLITICAL ECONOMY

The objective of this course is to develop understanding of how political institutions and behavior shape economic outcomes, and vice versa. Starting from the micro level study of political behavior, we will build up to analyze the internal workings of institutions and ultimately macro level economic and political outcomes. During the course we will cover the following topics

• Limits and potential of markets

• Public goods provision

• Voting

• Redistribution

• Department: Economics
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Alessandra Casella
  CULPA: 8 Wikipedia h-index: 30 Info
• 3 points

PHONETICS & PHONOLOGY

Prerequisites: LING UN3101 An investigation of the sounds of human language, from the perspective of phonetics (articulation and acoustics, including computer-aided acoustic analysis) and phonology (the distribution and function of sounds in individual languages).

• Department: Slavic Languages
• TR 11:40 a.m.-12:55 p.m.
• Instructor: Meredith Landman
  CULPA: 1 h-index: 5 Info
• 3 points

A Political Introduction to the Christia

Pol Intro Christian Scrip

In this course we will examine the New Testament canon and the twenty-seven texts that comprise it in light of their respective literary genres, their Jewish antecedents and Greco-Roman influences, which will include their historical, social, cultural, political and economic contexts, and the ways these factors impinged upon their various dimensions of meaning. Various modes of biblical interpretation, both ancient and contemporary, will be explored. A major emphasis will be on the ways select texts are utilized, misconstrued and weaponized in the public sphere in this contemporary moment.

• Department: Religion
• W 12:10 p.m.-2 p.m.
• Instructor: Obery Hendricks
  Wikipedia Info
• 4 points

Advanced Phonetics

Phonetics is the study of the physical properties of speech.1 The class will focus on three
fundamental questions:

1. How do humans produce and perceive speech sounds?
2. What tools and experimental techniques can we use to investigate speech sounds?
3. What makes a successful phonetics experiment?

To answer these questions, students will study vocal tract anatomy, the physics of speech sounds,
and the interface between phonetics and other linguistic and scientific fields of study. Students will
also gain hands-on experience with Praat, a free software package for speech analysis, to visualize
and interpret phonetic data. Throughout the semester, students will engage with phonetics research
by reading and discussing recent academic papers. The course will culminate in a final project for
which students will propose, design, and conduct original phonetics experiments.

This course fulfills the elective requirement for the linguistics major.

• Department: Slavic Languages
• TR 5:40 p.m.-6:55 p.m.
• Instructor: Maya Barzilai
  Info
• 3 points

Strange Resonances, Close Listening

How does one live with sound and move within worlds of sound? In pursuit of this question the course explores: soundscapes and sound arts; echoes of audible pasts and resonances of auditory cultures; sound and the uncanny; repetitive listening in the age of electronic reproduction, ethereal transmissions, and audio-vision; sounds at the edges of listening with experimental music and sonic installations.  Sound, chambers, noise, feedback, voice, resonance, silence: from the sirens of the Odyssey, to compositional figures ala John Cage, to contemporary everyday acoustical encounters, if one were to really listen, closely, how might one write about sound?  How might one rethink the ties between sound and image?  How then might one think with sound, and through sound?

• Department: Anthropology
• T 2:10 p.m.-4 p.m.
• Instructor: John Pemberton
  CULPA: 15 Wikipedia Info
• 3 points

ARAB MODERNISM(S)

• Department: Architecture, Planning and Preservation
• R 11 a.m.-1 p.m.
• Instructor: Yasser Elsheshtawy
  h-index: 18 Info
• 3 points

REINVENTING LIVING

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

The Holocaust in the USSR

Following the trials of the immediate postwar, and the
Historikerstreit
of the 1980s, the study of the Holocaust has another significant turn with the opening of the Soviet archives beginning in the 1990s. The Holocaust in the USSR expands our knowledge of the catastrophe, situating the latter phases of emblematic extermination camps like Auschwitz-Birkenau against a longer continuum of personalized, individual violence. The “Holocaust by Bullets” as coined by Father Desbois has parallels to other colonial violence and further explains the genocidal process from dehumanization to militarily crafted murder to institutions of extermination. This course specifically addresses the Holocaust in the USSR with a focus on historical research methods, expanded victim groups, testimony, archival research, denial, and rigorous historiographical grounding. Materials include testimonies from the USC Shoah Foundation and Fortunoff Archives, historiographical surveys like Wachsmann’s
KL
and

Friedländer’s
Years of Extermination
, and important books with new turns in Holocaust scholarship specifically on the USSR like Lower’s
Hitler’s Furies
and Snyder’s
Black Earth
. Our class will be supplemented by field trips to YIVO, the Bukharian Jewish Center, and the Museum of Jewish Heritage, giving students hands-on experience with archival materials and research methods. Together, diverse research methods and materials present students with a more complete understanding of the Holocaust and an excellent foundation to continue research in atrocity studies.

• Department: History
• W 12:10 p.m.-2 p.m.
• Instructor: Alexandra Birch
  Info
• 4 points

Introduction to Media and Cultural Studi

Intro Media Cultural Stud

This course serves as an introduction to key texts, concepts, and thinkers in Media and Cultural Studies. Rather than presenting a reductionist, linear narrative that uncritically traces the triumphs of Western technological innovations and genius individuals, this course instead explores media as organizational and management devices that produce particular kinds of knowledge and power, including by influencing our understanding of social issues and social justice.

We will explore how media, as vehicles of knowledge production, are intimately connected to meaning-making, policing, and exclusion practices. At the same time, media can be repurposed as instruments for liberation struggles and emancipatory imaginaries of all kinds. Throughout the course, we will learn about these themes both through the lens of a critical history of the present, emphasizing the long-standing value struggles that underpin media environments and inform practices of re-mediation and cultural production, and also through being in conversation with recent trends in media studies and contemporary social issues.

• Department: Comparative Literature and Society, Institute for
• W 2:10 p.m.-4 p.m.
• Instructor: Irina Kalinka
  Info
• 3 points

MSE Quantitative Bootcamp

Zero-credit course. Primer on quantitative and mathematical concepts. Required for all incoming MSOR and MSIE students.

• Department: Industrial Engineering and Operations Research
• Instructor: Michael Miller
  CULPA: 18 h-index: 14 Info
• 0 points

Global New York

“Wall Street is a disaster area”—so declared a real estate lawyer in a 1974
New York Times
story on the pitiful state of lower Manhattan. The World Trade Center had been inaugurated in 1973 as a beacon of global capitalism with a mandate to lease only to international firms. A year later, much of the Twin Towers went unoccupied. Some eight million square feet of financial district office space sat empty, brokerage houses were shuttering at a rate of more than one per day, and the surrounding city was hurtling towards a full-blown fiscal crisis. The New York of the mid-1970s did not appear destined to become the model global city we know today. Within a decade, however, the city had transformed into a central node—arguably
the
central node—in the ballooning global financial industry and its accompanying class and cultural formations. But this outcome was never guaranteed. How did New York go from “Fear City” to “Capital of the World”? What historical structures, contingencies, and policy decisions produced Global New York?

This course examines New York City’s long history as a site of globalization. Since European colonization, New York has served as a hub in world-spanning networks of capital, goods, and people.

At the same time, the city’s reinvention in the late-20th century as a “global city”—defined in large part by its deep embeddedness in world financial markets—represented a fundamental shift in the city’s economy, governance, demography, cultural life, and social relations.

We will interrogate how this came to be by exploring New York’s historical role in global business, culture, and immigration, with attention to how local and national conditions have shaped the city’s relationship to the world. While critically analyzing how elites both in and outside New York have wielded power over its politics and institutions, readings and discussions will also center the voices of New Yorkers drawn from the numerous and diverse communities that make up this complex city.

• Department: Committee on Global Thought
• T 2:10 p.m.-4 p.m.
• Instructor: Sarah A Miller-Davenport
  Info
• 3 points

Pharmaceutical Process Development

CHEMICAL PROCESS DEVELOPM

Chemical engineering fundamentals as applied to process research, development, and manufacturing of pharmaceutical products. Course topics include: comprehensive overview of the biopharmaceutical business (therapeutic areas, markets, drug discovery, clinical development, commercialization), process research, creation, development, optimization, sustainability, green chemistry and engineering, safety (patient, process, and personnel), unit operations and associated calculations relevant to pharmaceutical processes, process scale-up, implementation, assessment, technology transfer, new technologies, economic analysis, drug product formulation and manufacturing, and regulatory considerations. Case studies and real-life examples are presented throughout the course.

• Department: Chemical Engineering
• W 7 p.m.-9:30 p.m.
• Instructor: Elias C Mattas
  CULPA: 3 Info
• 3 points

Histories and Representations of the Bro

Histories & Rep of the Br

The history of the Bronx is a history of the struggles, political coalitions, and creative contributions of the dispossessed. To tell the story of the Bronx is to tell the story of how historically marginalized communities have survived and made a home in environments forsaken by the state. And yet, in the popular imagination, the Bronx often circulates simply as a symbol of urban abjection, as the necessary foil against which prosperous urban spaces define themselves. Many of these "Bronx tales" invariably relegate the borough both materially and imaginatively to the past—infused with either white ethnic nostalgia of a lost Bronx innocence or with battle-scar bravado won on its mean streets. This interdisciplinary course invites students to interrogate these long-standing narratives about the Bronx through a critical study of the borough’s rich history and enduring cultural, political, and artistic traditions during the past century. This course explores a variety of movements and artifacts that have been central to the making of the Bronx such as: efforts to establish affordable housing, public art-making, the literary tradition of Bronx coming-of-age stories, grassroots organizing for immigrant rights, struggles against gentrification and environmental racism, and the inter-ethnic collaborations that led to the emergence of hip hop. Students will have the opportunity to embark on field trips and will undertake a wide array of methods including oral histories, performance analysis, archival research, ethnography, mapping, as well as opportunities to engage in creative art-making. By the end of the semester, students will gain a nuanced understanding of the central role that Bronx communities have played in the making of modern New York City.

• Department: Ethnicity and Race, Center for
• R 10:10 a.m.-noon
• 4 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.-7:55 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 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Henry Lam
  h-index: 17 Info
• 3 points

GAME THEOR MODELS OF OPERATION

Required for undergraduate students majoring in OR:FE and OR. A mathematically rigorous study of game theory and auctions, and their application to operations management. Topics include introductory game theory, private value auction, revenue equivalence, mechanism design, optimal auction, multiple-unit auctions, combinatorial auctions, incentives, and supply chain coordination with contracts. No previous knowledge of game theory is required.

• Department: Industrial Engineering and Operations Research
• MW 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Jay Sethuraman
  CULPA: 10 Info
• 3 points

ADV ECONOMETRICS-DISC

• Department: Economics
• 0 points

FUNDAMENTALS OF PHOTONICS

Planar resonators. Photons and photon streams. Photons and atoms: energy levels and band structure; interactions of photons with matter; absorption, stimulated and spontaneous emission; thermal light, luminescence light. Laser amplifiers: gain, saturation, and phase shift; rate equations; pumping. Lasers: theory of oscillation; laser output characteristics. Photons in semiconductors: generation, recombination, and injection; heterostructures; absorption and gain coefficients. Semiconductor photon sources: LEDs; semiconductor optical amplifiers; homojunction and heterojunction laser diodes. Semiconductor photon detectors: p-n, p-i-n, and heterostructure photo diodes; avalanche photodiodes.

• Department: Electrical Engineering
• T 4:10 p.m.-6:40 p.m.
• Instructor: Michal Lipson
  CULPA: 1 Wikipedia h-index: 114 Info
• 3 points

ADVANCED ECONOMETRICS

Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and MATH UN2010 Students must register for required discussion section. The linear regression model will be presented in matrix form and basic asymptotic theory will be introduced. The course will also introduce students to basic time series methods for forecasting and analyzing economic data. Students will be expected to apply the tools to real data.

• Department: Economics
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Junnan He
  Info
• 4 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
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Evan D Sadler
  Info
• 3 points

TRANSPORTATION ANALYTICS & LOGISTICS

Transportation, primarily focused on the movement of people, and logistics, primarily focused
on the movement of goods, are two of the most fundamental challenges to modern society. To
address many problems in these areas, a wide array of mathematical models and analytics tools
have been developed. This class will introduce many of the foundational tools used in
transportation and logistics problems, relying on ideas from linear optimization, integer
optimization, stochastic processes, statistics, and simulation. We will address problems such as
optimizing the routes of cars and delivery trucks, positioning emergency vehicles, and
controlling traffic behavior. Moreover, we will discuss modern issues such as bicycle sharing,
on-demand car and delivery services, and humanitarian logistics. Concepts will be reinforced
with technical content as well as real-world data and examples.

• Department: Industrial Engineering and Operations Research
• TR 11:40 a.m.-12:55 p.m.
• Instructor: Adam N Elmachtoub
  CULPA: 1 h-index: 13 Info
• 3 points

ITALIAN NEOREALISM

• Department: Italian
• T 2:10 p.m.-4 p.m.
• Instructor: Elizabeth Leake
  Info
• 3 points

MODAL LOGIC

• Department: Philosophy
• MW 2:40 p.m.-3:55 p.m.
• Instructor: Tamar A Lando
  CULPA: 8 Info
• 3 points

PEOPLE OF THE OLD SOUTH

No place or period in American history has ignited more passion or brought into being a richer trove of first-rate scholarship than the South during the years before the Civil War. On the other hand, no place or period in American history has generated more misguided scholarship or more propaganda. In this course, students will sample historical literature and primary sources about the Old South, evaluating the interpretations historians have offered and scrutinizing some of the documents on which historians of the Old South have based their conclusions.

• Department: History
• R 4:10 p.m.-6 p.m.
• Instructor: Barbara J Fields
  CULPA: 22 Wikipedia Info
• 4 points

ARCH APROPOS ART

• Department: Architecture, Planning and Preservation
• R 11 a.m.-1 p.m.
• 3 points

SPACE VEHICLE DYNAMICS

ENME E4202 recommended. Space vehicle dynamics and control, rocket equations, satellite orbits, initial trajectory designs from Earth to other planets, satellite attitude dynamics, gravity gradient stabilization of satellites, spin-stabilized satellites, dual-spin satellites, satellite attitude control, modeling, dynamics, and control of large flexible spacecraft.

• Department: Mechanical Engineering
• F 10:30 a.m.-1 p.m.
• Instructor: Anthony Genova
  Info
• 3 points

Harm Reduction and/as Historical Analysi

Harm Reduction Hist Analy

Through a series of secondary- and primary-source readings, digital archive research, and writing assignments, we will explore the history of harm reduction from its origins in activist syringe exchange, condom distribution, and health education, and to the current moment of decriminalization, safe consumption politics, medically assisted treatment (MAT), and abolitionism. At the same time, we will think about how harm reduction perspectives challenge us to reconsider the histories and even the 
historiography
 of substance use, sexuality, health, and research science. Along with harm reduction theory and philosophy, relevant concepts and themes include syndemic theory and other epidemiological concepts; subjectivity; stigma; structural inequities (structural violence, structural racism); medicalization; biomedicalization; racialization; gender theory and queer theory; mass incarceration, hyperpolicing, and the carceral state; Transformative Justice; Liberatory Harm Reduction; the “housing first” approach; political and other subjectivities; and historical constructions of “addiction”/“addicts”, rehabilitation/recovery, “drugs,” and the “(brain) disease model”/NIDA paradigm of addiction.

Readings are multidisciplinary and include works in history, epidemiology, anthropology, sociology, psychology, among others, and the syllabus will include at least one field trip to a harm reduction organization and a guest speaker.

There are no official prerequisites. However, this is an upper-level course for graduate students and undergraduate juniors and seniors. Students ideally should have some academic or professional background in health studies or health provision (especially public health), harm reduction, History, or African-American/Ethnic/Gender studies (focusing on history or social science).

Student assessment will be based on three criteria:


Class discussion participation = 40%

Reading response papers (6) = 30%

Primary source assignments (6) = 30%

• Department: History
• M 10:10 a.m.-noon
• Instructor: Samuel K Jr Roberts
  Info
• 4 points

MODELING & ID OF DYNAMIC SYST

Generalized dynamic system modeling and simulation. Fluid, thermal, mechanical, diffusive, electrical, and hybrid systems are considered. Nonlinear and high order systems. System identification problem and Linear Least Squares method. State-space and noise representation. Kalman filter. Parameter estimation via prediction-error and subspace approaches. Iterative and bootstrap methods. Fit criteria. Wide applicability: medical, energy, others. MATLAB and Simulink environments.

• Department: Mechanical Engineering
• R 7 p.m.-9:30 p.m.
• Instructor: Nicolas W Chbat
  Info
• 3 points

MODELING & ID OF DYNAMIC SYST

Generalized dynamic system modeling and simulation. Fluid, thermal, mechanical, diffusive, electrical, and hybrid systems are considered. Nonlinear and high order systems. System identification problem and Linear Least Squares method. State-space and noise representation. Kalman filter. Parameter estimation via prediction-error and subspace approaches. Iterative and bootstrap methods. Fit criteria. Wide applicability: medical, energy, others. MATLAB and Simulink environments.

• Department: Video Network
• Instructor: Nicolas W Chbat
  Info
• 3 points

INTERLACED EXISTENCE; DEATH, LIFE, LIMIN

• Department: Architecture, Planning and Preservation
• T 11 a.m.-1 p.m.
• Instructor: Karla M Rothstein
  Wikipedia Info
• 3 points

IF BUILDINGS HAD DNA

• Department: Architecture, Planning and Preservation
• T 1 p.m.-3 p.m.
• Instructor: Christoph Kumpusch
  Info
• 3 points

PROGRAMMING & PROBLEM SOLVING

Hands-on introduction to solving open-ended computational problems. Emphasis on creativity, cooperation, and collaboration. Projects spanning a variety of areas within computer science, typically requiring the development of computer programs. Generalization of solutions to broader problems, and specialization of complex problems to make them manageable. Team-oriented projects, student presentations, and in-class participation required.

• Department: Computer Science
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Kenneth A Ross
  Info
• 3 points

The Future City: Transforming Urban Infr

Future City: Transform Ur

Introduces students to technological innovations that are helping cities around the world create healthier, safer, more equitable, and more resilient futures. Focus on architecture, urban design, real estate development, structural, civil and mechanical engineering, data analytics, and smart communication technologies. Course covers five distinct sectors in the field of urban infrastructure, including transportation and mobility, buildings, power, sanitation, and communications. A Columbia Cross-Disciplinary Course.

• Department: Architecture, Planning and Preservation
• T 1 p.m.-3 p.m.
• 3 points

Music and Global Women

This course offers a comparative exploration of women music practitioners from cross-cultural perspectives, examining their music, oral histories, and lived experiences as well as the impact of these experiences on their music-making in a global context. By tracing the journeys and analyzing the music of specific selected women musicians from various regions, the course investigates their participation in art music, traditional music, popular music, and sacred music from women’s perspectives. Engaging primarily with their music and interviews, the course particularly examines the comparative roles of women as active creators, performers, sponsors, and consumers of music, highlighting how their lived experiences shape their musical contributions. Students will be introduced to critical concepts for analyzing representations of gender, class, ethnicity, nationalism, race, and globalization in music while exploring these women’s sounds, identities, and performances.

• Department: Music
• M 2:10 p.m.-4 p.m.
• Instructor: Ruth Opara
  Info
• 3 points

Music and Global Women

This course offers a comparative exploration of women music practitioners from cross-cultural perspectives, examining their music, oral histories, and lived experiences as well as the impact of these experiences on their music-making in a global context. By tracing the journeys and analyzing the music of specific selected women musicians from various regions, the course investigates their participation in art music, traditional music, popular music, and sacred music from women’s perspectives. Engaging primarily with their music and interviews, the course particularly examines the comparative roles of women as active creators, performers, sponsors, and consumers of music, highlighting how their lived experiences shape their musical contributions. Students will be introduced to critical concepts for analyzing representations of gender, class, ethnicity, nationalism, race, and globalization in music while exploring these women’s sounds, identities, and performances.

• Department: Auditing
• M 2:10 p.m.-4 p.m.
• Instructor: Ruth Opara
  Info
• 0 points

Government & politics of Ukraine

Govt & Politics of Ukrain

This upper-level undergraduate comparative politics course applies the basic concepts of comparative political science to the political system of Ukraine. The course provides an in-depth examination of the political system, institutions, and social dynamics of Ukraine. Students will explore the historical, cultural, and geopolitical factors shaping Ukrainian politics, as well as key issues such as democratization, corruption, foreign policy, and the ongoing full-scale invasion of Ukraine. The course will also analyze the role of Ukraine in the broader context of European politics and its relationship with Russia. The assigned readings cover theories of voting, the party system development, political protests, transitions to democracy, the choice of political institutions, among other topics. Some of these topics are familiar from the Introduction to Comparative Politics course and other political science courses. In this class, students reexamine these theories in the specific context of Ukrainian politics. They also examine historical development of contemporary Ukrainian institutions and their effects on current policy decisions.

The main goal of this course is to help students develop theoretical tools for understanding political events and challenges of Ukraine. While this course covers some recent history of Ukraine, it also uses Ukraine as an example of the broader, more general issues that come along with democratization reforms. To accomplish this goal, the course draws on readings from comparative political science, economics, and sociology to introduce students to the major debates on economic and political reforms.

• Department: Political Science
• T 10:10 a.m.-noon
• Instructor: Anastasiia Vlasenko
  Info
• 4 points

PRIN-INNOVATN/ENTREPRENEURSHIP

Team project centered course focused on principles of planning, creating, and growing a technology venture. Topics include: identifying and analyzing opportunities created by technology paradigm shifts, designing innovative products, protecting intellectual property, engineering innovative business models.

• Department: Computer Science
• MW 8:40 a.m.-9:55 a.m.
• Instructor: William Reinisch
  CULPA: 1 Info
• 3 points

SUPERVISED INDEPENDENT RESEARCH

All supervisors will be Columbia faculty who hold a PhD. Students are responsible for identifying their own supervisor and it is at the discretion of faculty whether they accept to supervise independent research. Projects must be focused on Hellenic Studies and can be approached from any disciplinary background. Students are expected to develop their own reading list in consultation with their supervisor. In addition to completing assigned readings, the student must also write a Hellenic studies paper of 20 pages. Projects other than a research paper will be considered on a case-by-case basis. Hellenic Studies is an interdisciplinary field that revolves around two main axes: space and time. Its teaching and research are focused on the study of post-classical Greece in various fields: Language, Literature, History, Politics, Anthropology, Art, Archaeology, and in various periods: Late Antique, Medieval, Byzantine, Modern Greek etc. Therefore, the range of topics that are acceptable as a Hellenic Studies seminar paper is broad. It is upon each supervisor to discuss the specific topic with the student. The work submitted for this independent study course must be different from the work a student submits in other courses, including the Hellenic Studies Senior Research Seminar.

• Department: Classics
• Instructor: Nikolas Kakkoufa
  Info
• Instructor: Stathis Gourgouris
  CULPA: 4 Wikipedia Info
• Instructor: Dimitris Antoniou
  h-index: 5 Info
• Instructor: Karen Van Dyck
  Wikipedia Info
• Instructor: Paraskevi Martzavou
  CULPA: 2 Info
• 3 points

Materials Selection for Mechanical Desig

Materials for Mechanical

Understanding the properties and behavior of materials is critical to the mechanical design and subsequent function of any product or part – including wide-ranging applications from aircraft fuselage to robotic manipulators to flexures to telescope mirrors to flywheels to sports equipment to thermal insulators. This course provides a fundamental understanding of the microstructure of a range of materials (metals, polymers, ceramics, composites, hybrid) and the connection to design-determining or limiting properties including stiffness, expansion, thermal expansion, strength, energy storage and dissipation, toughness, and fatigue. Objective functions which are used to determine a “material index” for the selection of the best materials for use in a particular mechanical design are developed, underscoring the combined role of material properties and loading conditions in optimizing for materials selection. For example, take the case of determining a material index for selecting a best set of materials for a lightweight, stiff beam – how do the material density and elastic modulus together with the beam geometry and loading conditions factor in to determining the material index for materials selection? Note that the resulting material index for selecting best materials for a lightweight stiff beam (bending) is different than that for a lightweight stiff rod (tension). The material indices provide the framework for construction and use of materials selection charts to rapidly compare the effectiveness of wide-ranging materials for different applications.

• Department: Mechanical Engineering
• MW 11:40 a.m.-12:55 p.m.
• Instructor: Mary Boyce
  Info
• 3 points

POST-1965 JAZZ

This course will focus on the developments in jazz after 1965, particularly within its discursive formation as an art movement, a political position, and a cultural force. The course will not follow a chronological survey but will engage various critical issues that jazz has confronted since 1965. These questions focus on the definition and constitution of jazz; the music’s relationship to popular culture broadly, particularly with popular music genres; and the nature of contemporary jazz.

• Department: Music
• W 2:10 p.m.-4 p.m.
• Instructor: Kevin Fellezs
  CULPA: 4 Info
• 4 points

THE HISTORY OF ARCH THEORY

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

Deep Learning for Biomedical Signal Proc

Introduction to methods in deep learning, focus on applications to biomedical signals and sequences. Review of traditional methods for analysis of signals and sequences. Temporal convolutional neural networks and recurrent neural networks. Long-short term memory (LSTM) models and deep state-space models. Theory and methods lectures accompanied with examples from biomedical signal and sequence analysis, including analysis of electroencephalogram (EEG), electrocardiogram (ECG/EKG), and genomics. Programming assignments use tensorflow/keras. Exams and final project required.

• Department: Biomedical Engineering
• M 4:10 p.m.-6:40 p.m.
• Instructor: Paul Sajda
  CULPA: 3 h-index: 47 Info
• 3 points

JEWS AND RELIGION IN TWENTIETH-CENTURY A

Jews, Religion & American

In what ways has religion been deployed as an analytical category in 20th century American history?  Through a case study of how Jews and antisemitism have been conceptualized, theorized and narrated within the annals of American history, we will ponder what to American historians think about religion.  What is the heuristic value of such a category?  We will also research in Columbia’s archives to see how Jews and Judaism are discussed.  This course will also introduce students to the theoretical innovations in the field of contemporary religion and to suggest ways that the study of religion intersects, intervenes and complicates the fields of American urban, cultural, and political history.

• Department: History
• R 2:10 p.m.-4 p.m.
• Instructor: Rebecca Kobrin
  CULPA: 7 Info
• 4 points

Statistical machine learning for genomic

Statistical ML for genomi

Introduction to statistical machine learning methods using applications in genomic data and in particular high-dimensional single-cell data. Concepts of molecular biology relevant to genomic technologies, challenges of high-dimensional genomic data analysis, bioinformatics preprocessing pipelines, dimensionality reduction, unsupervised learning, clustering, probabilistic modeling, hidden Markov models, Gibbs sampling, deep neural networks, gene regulation. Programming assignments and final project will be required.

• Department: Biomedical Engineering
• R 10:10 a.m.-12:40 p.m.
• Instructor: Elham Azizi
  h-index: 10 Info
• 3 points

Neural Plasticity

This seminar provides an overview of the mechanisms and behaviors associated with neural plasticity. Students will obtain a basic working knowledge of the different types of neural plasticity, and how these affect cognition and behaviors.

• Department: Psychology
• W 4:10 p.m.-6 p.m.
• Instructor: Tina Kao
  CULPA: 10 Info
• 4 points

OPTICAL SYSTEMS

OPTICAL SYSTEMS & NETWORKS

Introduction to optical systems based on physical design and engineering principles. Fundamental geometrical and wave optics with specific emphasis on developing analytical and numerical tools used in optical engineering design. Focus on applications that employ optical systems and networks, including examples in holographic imaging, tomography, Fourier imaging, confocal microscopy, optical signal processing, fiber optic communication systems, optical interconnects and networks.

• Department: Electrical Engineering
• R 10:10 a.m.-12:40 p.m.
• Instructor: Christine P Hendon
  Wikipedia h-index: 21 Info
• 3 points

OPTICAL SYSTEMS

Introduction to optical systems based on physical design and engineering principles. Fundamental geometrical and wave optics with specific emphasis on developing analytical and numerical tools used in optical engineering design. Focus on applications that employ optical systems and networks, including examples in holographic imaging, tomography, Fourier imaging, confocal microscopy, optical signal processing, fiber optic communication systems, optical interconnects and networks.

• Department: Video Network
• Instructor: Christine P Hendon
  Wikipedia h-index: 21 Info
• 3 points

Early American Law and Society

How does law shape the way that people live together in society, and how do changes in society bring about changes in the law? How is law lived on the ground, and how did its subjects think about it and use it for their own purposes?  In this class, we will read recent and significant scholarship in the history of the early American republic (c. 1776-1840) that explores these questions, drawing on the history of the law and legal sources.

Although this class will touch on some of the better-known arguments among scholars of legal history, its approach will be more practical than theoretical. Its primary focus will not be on the evolution of American law as a conceptual matter, or on philosophical arguments about the nature of the law. Rather, students in this class will read in order to become better researchers: to learn more about how law
worked
in the early American republic, about the institutions through which it operated, about how it changed over time, and how it formed (and was formed by) American society. This reading-intensive class is intended for graduate students and advanced undergraduate students who are interested in the history of the law, or in conducting research projects that draw extensively on legal sources. For undergraduates, previous coursework in US history is strongly recommended.

• Department: History
• M 10:10 a.m.-noon
• Instructor: Hannah Farber
  h-index: 1 Info
• 4 points

Magnetic Resonance Spectroscopy: A Windo

Introduction to use of magnetic resonance spectroscopy (MRS) with focus on brain. Covers all aspects of in vivo MRS from theory to experiment, from data acquisition to the derivation of metabolic signatures, from study design to clinical interpretation. Includes theoretical concepts, hands-on training in MRS data literacy and direct experimental experience using a 3T MR scanner.

• Department: Biomedical Engineering
• F 3:10 p.m.-5:40 p.m.
• Instructor: Jia Guo
  Info
• 3 points

CONTEMPORARY AFRICAN POLITICS

This course aims to teach students what, if any, answers social scientists have to the questions that concern anyone with an interest in African politics: 1) Why have democratic governments flourished in some countries and not others? 2) What institutions may enable Africans to hold their leaders accountable? 3) How do people participate in politics? 4) In what ways do aspiring African political leaders build public support? 5) To what extent does persistent poverty on the continent have political causes? and 6) Why is violence used to resolve some political disputes and not others?

• Department: Political Science
• MW 2:40 p.m.-3:55 p.m.
• Instructor: Shana Warren
  Info
• 3 points

BEHAVIORAL EPIGENETICS

Prerequisites: basic background in neurobiology (for instance PSYC UN1010, UN2450, UN2460, UN2480, and GU4499) and the instructors permission. This course will provide an overview of the field of epigenetics, with an emphasis on epigenetic phenomena related to neurodevelopment, behavior and mental disorders. We will explore how epigenetic mechanisms can be mediators of environmental exposures and, as such, contribute to psychopathology throughout the life course. We will also discuss the implications of behavioral epigenetic research for the development of substantially novel pharmacotherapeutic approaches and preventive measures in psychiatry.

• Department: Psychology
• F 2:10 p.m.-4 p.m.
• Instructor: Jennifer Blaze
  Info
• 4 points