Frequencies and modes of discrete and continuous elastic systems. Forced vibrations-steady-state and transient motion. Effect of damping. Exact and approximate methods. Applications.
This class takes a social movement perspective to analyze and understand the international human rights movement. The course will address the evolution of the international human rights movement and focus on the NGOs that drive the movement on the international, regional and domestic levels. Sessions will highlight the experiences of major human rights NGOs and will address topics including strategy development, institutional representation, research methodologies, partnerships, networks, venues of engagement, campaigning, fundraising and, perhaps most importantly, the fraught and complex debates about adaptation to changing global circumstances, starting with the pre-Cold War period and including some of the most up-to-date issues and questions going on in this field today.
Review of states of stress and strain and their relations in elastic, plastic, and viscous materials. Dislocation and elastic-plastic concepts introduced to explain work hardening, various materials-strengthening mechanisms, ductility, and toughness. Macroscopic and microstructural aspects of brittle and ductile fracture mechanics, creep and fatigue phenomena. Case studies used throughout, including flow and fracture of structural alloys, polymers, hybrid materials, composite materials, ceramics, and electronic materials devices. Materials reliability and fracture prevention emphasized.
This seminar focuses on historical, sociological, and first-hand accounts of a diverse set of American non-conformist religious and spiritual groups (including MOVE, the Branch Davidians at Waco, Father Divine's International Peace Mission, the Oneida Perfectionists, and Occupy and others). Diverse in their historical origins, their activities, and their ends, each of the groups sought or seeks to offer radically news ways of living, subverting American gender, sexuality, racial, or economic norms. The title of this seminar highlights the ways that these groups explain their reasons for existing (to themselves or others) not as a choice but as a response to a system or society out of whack, at odds with the plans of the divine, or at odds with nature and survival. Likewise, it considers the numerous ways that these same groups have often found themselves the targets of state surveillance and violence.
We are used to thinking of history in national terms, or at least in reference to major civilizations (“Western civilization,” “Near Eastern civilization,” etc.). In “real life,” however, interactions among people, linguistic communities, and cultures frequently cut across political divisions. Water - rivers, streams, seas - is often an invitation to settlement, commerce, and conquest. This course offers a look (inspired in part by Fernand Braudel's Mediterranean) at a body of water - the Black Sea - and the lands around it, in sweeping historical perspective. Focus is on those moments when the various civilizations and empires that originated and flourished around the Black Sea met and intersected in friendship or in enmity. We will look at ancient civilizations, Greek colonization, Byzantine-Slav interactions, the period of Ottoman dominance, Russian-Turkish rivalry, and decolonization and wars in the 19th and 20th centuries. We hope that we will be able to pay particular attention to questions of ecology, language, religion, and cultural interaction throughout.
Prerequisites: (MDES UN2201) and (MDES UN2202) $10 Arabic Materials Fee; $15 Language Resource Fee. This is an introductory course to Levantine Arabic for students who have completed two years of Standard Arabic studies, at the Intermediate level. The course is designed to further develop fluency in oral communication, through building students’ familiarity with a less formal register of Arabic, namely the Levantine dialect. The course will convert and recycle some of the previous Standard Arabic knowledge to the dialect, by comparing their prior knowledge to its dialectal counterpart; while at the same time developing students’ new communicative skills in a diverse range of contexts that are essential in any conversational interaction. The course will build students abilities to interact effectively in various areas where Levantine Arabic is spoken. In addition to varied thematic topics, the course exposes students to cultural aspects specific to the region. Additionally, the course will work on both constructing students’ knowledge of dialectal diction as well as other grammatical features of the dialects. Even though the course is designed for communication in the four skills (reading, writing, listening and speaking), the emphasis will be mostly on speaking and listening. No P/D/F or R credit is allowed for this class.
Fundamental of power system economics over which the current electricity markets are designed. Formulation of unit commitment and economic dispatch as mathematical optimization. Modeling of thermal generators, renewable generators, energy storage, and other grid resources in power system optimization. Introduction of equilibriums in electricity markets. Introduction of ancillary service markets. Overview of current energy system research topics.
Prerequisites: elementary physical chemistry. Basic quantum mechanics: the Schrodinger equation and its interpretation, exact solutions in simple cases, methods or approximations including time-independent and time-dependent perturbation theory, spin and orbital angular momentum, spin-spin interactions, and an introduction to atomic and molecular structure.
Prerequisites: STAT GU4205 or the equivalent. Least squares smoothing and prediction, linear systems, Fourier analysis, and spectral estimation. Impulse response and transfer function. Fourier series, the fast Fourier transform, autocorrelation function, and spectral density. Univariate Box-Jenkins modeling and forecasting. Emphasis on applications. Examples from the physical sciences, social sciences, and business. Computing is an integral part of the course.
This seminar for advanced undergraduates and graduate students investigates the significance of dreams in multiple cultural and historical contexts with a focus on Tibetan Buddhism. Dreams and dreaming are vital aspects of Tibetan Buddhist meditative practice, visionary experience, poetry, narratives, as well as visual arts. Students in the seminar will explore a range of materials that 1) guide Buddhist practitioners to cultivate certain types of dreams, and 2) narrate dream experiences that the dreamer has deemed worth recording, and 3) situate Tibetan Buddhist examples in broader contexts of religious and psychological perspectives, with an emphasis on Freud and Jung’s treatment of dreams. According to Buddhist sources, a dream might be significant because the dreamer understands it to be revelatory, foretelling the future, or it might be recorded simply because the dreamer finds the dream in some way compelling, troubling, or funny. In life writing, dreams often highlight crucial moments in the writer’s life experience. Just as psychoanalysts make use of dreams to engage with analysands, Tibetan medical texts instruct doctors to pay close attention to patients’ dreams in the process of diagnosis. Tibetan ritual texts guide meditators in techniques for lucid dreaming. Visionary dreams are recorded in great aesthetic detail. Narratives of dreams and dreamscapes are an important part of biographies and life writing in general. We will also consider European and American treatments of dreams and lucid dreaming, including psychoanalytic, philosophical approaches to dreaming. A significant element of the course is a daily dream journal.
This course introduces the Bayesian paradigm for statistical inference. Topics covered include prior and posterior distributions: conjugate priors, informative and non-informative priors; one- and two-sample problems; models for normal data, models for binary data, Bayesian linear models; Bayesian computation: MCMC algorithms, the Gibbs sampler; hierarchical models; hypothesis testing, Bayes factors, model selection; use of statistical software.
Prerequisites: A course in the theory of statistical inference, such as STAT GU4204 a course in statistical modeling and data analysis, such as STAT GU4205.
This course draws a map of Arab thought and culture in its multiple engagements with other cultures. It works globally along two lines: a theoretical one that accommodates conceptualizations of self-narrative in relation to shifting categories of center and margin; and a thematic one that selects a number of Arabic autobiographical texts with strong thematic concerns that cut across multiple cultures. Although Europe sounds at times more conspicuous in early 20th century autobiography, the Afro-Asian and Latin American topographical and historical itinerary and context are no less so, especially in writings we associate with societal and cultural transformations. More than historical accounts, these intellectual itineraries speak for the successes and failures of the secular ideology of the Arab nation-state. They convey the struggle of intellectuals-- as self-styled leaders, for an ideal state on the ruins of the past. The course studies a number of autobiographical works; memoirs and reminiscences that are meant to rationalize and reproduce a writer’s experience. Probably self-censored, these serve nevertheless as trajectories for a secular journey rather than one from denial to affirmation. Staunchly established in modernity and its nahdah paradigms, most of these writings are secular itineraries that rarely end in a search for faith. They are the journeys of a generation of Arab intellectuals who are facing many crises, but not the crisis of faith. They provide another look at the making of the Arab intelligentsia- and probably the Afro-Asian and Latin American one, since the early 20th century, and help us discern not only achievements on the level of education and public service , but also the mounting discontent with failures that have been wrapping the formation of the nation state. No prior knowledge of Arabic language is required.
This is a seminar for advanced undergraduates and master’s degree students, which explores the socioeconomic consequences of China’s development of a boom, urban residential real-estate market since the privatization of housing at the end of the 1990s. We will use the intersecting lenses of gender/sexuality, class and race/ethnicity to analyze the dramatic new inequalities created in arguably the largest and fastest accumulation of residential-real estate wealth in history. We will examine topics such as how skyrocketing home prices and state-led urbanization have created winners and losers based on gender, sexuality, class, race/ethnicity and location (hukou), as China strives to transform from a predominantly rural population to one that is 60 percent urban by 2020. We explore the vastly divergent effects of urban real-estate development on Chinese citizens, from the most marginaliz4d communities in remote regions of Tibet and Xinjiang to hyper-wealthy investors in Manhattan. Although this course has no formal prerequisites, it assumes some basic knowledge of Chinese history. If you have never taken a course on China before, please ask me for guidance on whether or not this class is suitable for you. The syllabus is preliminary and subject to change based on breaking news events and the needs of the class.
This seminar serves as an introduction to the historical rise of
anatomy
and
pathology
(the branches of medicine focused on the study of the human form and on the study of the diagnosis of disease, intimately connected with forensic science), by examining how medicine is represented in the prose fiction of the Romantic and Victorian periods. Together, our class will look at how anatomy became the basis of modern Western allopathic medicine, and why laboratory medicine emerged as a crucible for medico-scientific progress during the nineteenth century. As the physician’s practice turned away from concocting tinctures and remedies, medicine would now become grounded in scientific reasoning based on the mechanistic study of the human body—and its key procedure, the postmortem examination.
In the nineteenth century, a historical period that saw the first uses of the terms “autopsy” and “scientist,” literary writers were deeply engaged in the rise of anatomy, pathology, and forensics. Novels and short fiction served as a testing-ground for working out ideas about life and death in the complex sociocultural world of the Romantic and Victorian eras. In this course, as we read works by authors like Mary Shelley, Edgar Allan Poe, Sheridan LeFanu, Emile Zola, H.G. Wells, R.L. Stevenson, Bram Stoker, Arthur Conan Doyle, and Agatha Christie, we will consider the strange history of how “genre fiction” (gothic novels and detective stories) became a way of exploring the pathological in literary writing—while also containing its threats. By reading the medical writings of Humphry Davy, Matthew Baillie, Luigi Galvani, Claude Bernard, and Rudolf Virchow alongside these novels, we will see how the tropes we usually associate with literature fundamentally shaped the rise of laboratory and forensic medicine. And as we read the historical lifewriting of Robert Voorhis and Mary Seacole, we will think, too, about how the rise of anatomy in nineteenth-century medicine was tainted by the influence of (what was then called) “race science.”
Ultimately, we will consider why anatomy became a dominant motif in nineteenth-century fiction, and why genre fiction is still the “outhouse” (in Amitav Ghosh’s phrase) that keeps the pathological well apart from high realism. Along the way, a pathologist from the New York Medical Examiner’s Office will visit the class to talk about the legacies of the nineteenth century in modern
Prerequisites: elementary physical chemistry. Corequisites: CHEM G4221. Topics include the classical and quantum statistical mechanics of gases, liquids, and solids.
Prerequisites: Introductory geology and one year of calculus. Recommended preparation: One semester of college physics. Introduction to the fundamental concepts of structure and deformation processes in the Earth's crust. Fundamental theories of stress and strain, rock behavior in both brittle and ductile fields, large-scale crustal contractional and extensional structures with focus on their geometries and mechanics of formation. Introduction to the principles of earthquake mechanics with emphasis on physical processes. Laboratory sessions (part of the lecture) will cover techniques of structural analysis, recognition and interpretation of structures on geologic maps, and construction of interpretative cross sections.
Prerequisites: (COMS W3134 or COMS W3136COMS W3137) and (COMS W3203) Introduction to the design and analysis of efficient algorithms. Topics include models of computation, efficient sorting and searching, algorithms for algebraic problems, graph algorithms, dynamic programming, probabilistic methods, approximation algorithms, and NP-completeness.
Design of concrete beams for combined torsion, shear and flexure; moment-curvature relation; bar cut-off locations; design of two-way slabs; strut-and-tie method for the design of deep beams and corbels; gravity and shear wall design; retaining wall design.
Fundamental considerations of wave mechanics; design philosophies; reliability and risk concepts; basics of fluid mechanics; design of structures subjected to blast; elements of seismic design; elements of fire design; flood considerations; advanced analysis in support of structural design.
Develops a quantitative theory of the computational difficulty of problems in terms of the resources (e.g. time, space) needed to solve them. Classification of problems into complexity classes, reductions, and completeness. Power and limitations of different modes of computation such as nondeterminism, randomization, interaction, and parallelism.
Develops a quantitative theory of the computational difficulty of problems in terms of the resources (e.g. time, space) needed to solve them. Classification of problems into complexity classes, reductions, and completeness. Power and limitations of different modes of computation such as nondeterminism, randomization, interaction, and parallelism.
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.
Bearing capacity and settlement of shallow and deep foundations; earth pressure theories; retaining walls and reinforced soil retaining walls; sheet pile walls; braced excavation; slope stability.
Success in a social world requires understanding other people’s thoughts and feelings, a process typically referred to as
mentalizing
. Yet, other people’s mental states are not directly observable: you cannot see a thought or touch a feeling. Nonetheless, humans are quite proficient in inferring these invisible states of mind. How do we accomplish these mentalizing feats? In this course, we will answer this question from multiple angles, relying heavily on neuroscience and psychology research. The seminar will discuss recent and classic studies that reveal how humans effectively interpret the people around them, as well as when and why they make mistakes.
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.
Prerequisites: PSYC UN1001 and Preferably, an additional course in psychology, focusing on cognition, development, or research methods. Instructor permission required. This seminar explores the relationship between language and thought by investigating how language is mentally represented and processed; how various aspects of language interact with each other; and how language interacts with other aspects of cognition including perception, concepts, world knowledge, and memory. Students will examine how empirical data at the linguistic, psychological, and neuroscientific levels can bear on some of the biggest questions in the philosophy of mind and language and in psychology.
Methods for organizing data, e.g. hashing, trees, queues, lists,priority queues. Streaming algorithms for computing statistics on the data. Sorting and searching. Basic graph models and algorithms for searching, shortest paths, and matching. Dynamic programming. Linear and convex programming. Floating point arithmetic, stability of numerical algorithms, Eigenvalues, singular values, PCA, gradient descent, stochastic gradient descent, and block coordinate descent. Conjugate gradient, Newton and quasi-Newton methods. Large scale applications from signal processing, collaborative filtering, recommendations systems, etc.
Methods for organizing data, e.g. hashing, trees, queues, lists,priority queues. Streaming algorithms for computing statistics on the data. Sorting and searching. Basic graph models and algorithms for searching, shortest paths, and matching. Dynamic programming. Linear and convex programming. Floating point arithmetic, stability of numerical algorithms, Eigenvalues, singular values, PCA, gradient descent, stochastic gradient descent, and block coordinate descent. Conjugate gradient, Newton and quasi-Newton methods. Large scale applications from signal processing, collaborative filtering, recommendations systems, etc.
Prerequisites: basic physical and organic chemistry. Molecular Biophysics is an advanced special topics course with four modules: Noise and fluctuations in biophysics (Arthur Palmer), Single molecule methods (Ruben Gonzalez), Membranes and membrane proteins (Alexander Sobolevsky), and Modeling cellular networks (Karlin). Students normally would take Biophysical Chemistry I and/or Biophysical Chemistry II as prerequisites for Molecular Biophysics.
Will cover some of the fundamental processes of atomic diffusion, sintering and microstructural evolution, defect chemistry, ionic transport, and electrical properties of ceramic materials. Following this, we will examine applications of ceramic materials, specifically, ceramic thick and thin film materials in the areas of sensors and energy conversion/storage devices such as fuel cells, and batteries. The coursework level assumes that the student has already taken basic courses in the thermodynamics of materials, diffusion in materials, and crystal structures of materials.
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.
The principles of surfaces and colloid chemistry critical to range of technologies indispensable to modern life. Surface and colloid chemistry has significance to life sciences, pharmaceuticals, agriculture, environmental remediation and waste management, earth resources recovery, electronics, advanced materials, enhanced oil recovery, and emerging extraterrestrial mining. Topics include: thermodynamics of surfaces, properties of surfactant solutions and surface films, electrokinetic phenomena at interfaces, principles of adsorption and mass transfer and modern experimental techniques. Leads to deeper understanding of interfacial engineering, particulate dispersions, emulsions, foams, aerosols, polymers in solution, and soft matter topics.
Theoretical, computational, and data-driven/machine learning techniques to derive, test, and validate computer models for solid mechanics (e.g., soil, rubber, and metals). Machine learning and data-driven simulations enabled by deep learning.
This course deals with the proteome: the expressed protein complement of a cell, organelle, matrix, tissue, organ or organism. The study of the proteome (proteomics) is broadly applicable to life sciences research, and is increasingly important in academic, government and industrial research through extension of the impact of advances in genomics. These techniques are being applied to basic research, exploratory studies of cancer and other diseases, drug discovery and many other topics. Emphasis will be on mastery of practical techniques of sample preparation, liquid chromatography/ mass spectrometry (LC/MS) with electrospray ionization, and Matrix-Assisted Laser Desorption and Ionization (MALDI-TOF) mass spectrometry. Database searching and interpretation for identification of proteins will be intensively studied, and practiced supported by background tutorials and exercises covering other techniques used in proteomics. Open to students in M.A. in Biotechnology Program (points can be counted against laboratory requirement for that program), Ph.D. and advanced undergraduate students with background in genetics or molecular biology. Students should be comfortable with basic biotechnology laboratory techniques as well as being interested in doing computational work in a Windows environment.
Prerequisites: ECON UN3211 and ECON UN3213 and STAT UN1201 This course uses modern microeconomic tools for understanding markets for indivisible resources and exploring ways to improve their design in terms of stability, efficiency and incentives. Lessons of market design will be applied to developing internet platforms for intermediating exchanges, for auctions to allocate sponsored search advertising, to allocate property rights such as public lands, radio spectrums, fishing rights, for assigning students to public schools, and for developing efficient kidney exchanges for transplantation.
Overview of electrochemical processes and applications from perspectives of materials and devices. Thermodynamics and principles of electrochemistry, methods to characterize electrochemical processes, application of electrochemical materials and devices, including batteries, supercapacitors, fuel cells, electrochemical sensor, focus on link between material structure, composition, and properties with electrochemical performance.
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.
Prerequisites: STAT GU4204 or the equivalent. STAT GU4205 is recommended. Modeling and inference for random processes, from natural sciences to finance and economics. ARMA, ARCH, GARCH and nonlinear models, parameter estimation, prediction and filtering. This is a core course in the MS program in mathematical finance.
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.
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.
Nearly fifty years after the publication of Edward Said’s groundbreaking work Orientalism, the book is as relevant as ever. At the same time, there have been countless attempts to broaden the scope of inquiry to explore constructions of the Middle East and Asia from different cultural, historical, and theoretical perspectives, including feminist and Marxist revisions of Said’s conceptualization as well as important work examining the role of race and religion.
Focusing on the Germanophone context, this seminar traces the interrelationship between Orientalism—the study of the Orient—and the evolution of German scholarship and empire. Without having an imperial presence in the Middle East, Germany quickly developed an authoritative role in the study of many Orientalist fields, prompting several questions. Can Said’s framework be used to describe the experience of non-colonial powers in the Middle East? To what extent was German Orientalism informed by Germany’s colonial experiences—its belated acquisition of overseas colonies and its quasi-colonial relationship with Eastern European states? How does Orientalism reflect Germany’s own nation-building efforts to fabricate a mythic,
ancient past? How did Nazi Orientalism perpetuate and exploit these myths?
With the contemporary resurgence of anti-Semitism and Islamophobia in the Middle East and West, these questions take on renewed importance. Concluding with a discussion of the “migrant crisis” in Europe, this seminar proposes that a historical study of Orientalism can increase sensitivities to the cultural complexities of today’s global environment. Through an interdisciplinary focus on literature, visual arts, and theory, this seminar critically examines the role of scholarship and academia in exploring how humanities can shape and alter such perceptions. Does the study of Orientalism unwittingly contribute to the problem by perpetuating stereotypes and myths while undermining the agency of colonized or non-Western peoples?
Can the words “trauma” and “pleasure” be put in the same sentence? If trauma epitomizes suffering and pleasure represents enjoyment, is there any relation between these experiences? And yet, how else to explain that people seem endlessly addicted to negative experiences, or that traumatized people often try to recreate the damage they endured?
We are living in an age of endless trauma, and everywhere we go, we hear that trauma is destructive, anathema to pleasure, that it destroys our sense of self, our security, our stability, and identity. We are taught to avoid trauma at all costs because it is harmful and inimical to flourishing. New statistics routinely confirm that we are living through a trauma epidemic in which ordinary people experience symptoms of extreme distress, flashbacks, intrusive thoughts, nightmares, and difficulty sleeping. Every year, new memoirs are published in which protagonists detail their endless battles with traumatic adversity and most television shows, across a variety of genres, include trauma as a subplot to character development (
Ted Lasso
,
Euphoria
,
True Detective
, to name a few). Referring to its growing pervasiveness, the
New Yorker
critic Parul Sehgal wrote a controversial essay, “The Case Against the Trauma Plot” (2021) in which she criticizes our culture’s overreliance on trauma as a primary trope of character development, forcing us to ask: is trauma really as widespread as we think? how did trauma become such a popular ‘identity’? what work is trauma doing for us, as individuals and as a culture? Is it possible to recognize the ubiquity of trauma while also acknowledging that we often seek situations which are harmful, even traumatizing, that we might be attracted to suffering for reasons we don’t yet understand?
This course examines the complex relationship between trauma and pleasure by familiarizing students with the clinical and theoretical concepts at the core of contemporary trauma and critical theory. We will focus specifically on the topics of: sexuality, perversion, trauma, identity, relationality, narcissism, gender and attachment in order to explore how these concepts work today. Delving into theoretical writing by Foucault, Bersani, Edelman, Berlant, Butler, Dean and Preciado, as well as clinical writing by major psychoanalysts, Freud, Laplanche, Loewald, Lacan, Laplanche and Winnicott, we will redefine contemporary debates by exploring their clinica
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.
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.
Food is life – says a banal truism. It is the foundation of biological existence, and producing, creating and savoring food pervades life from the cradle to the last breath. It is everywhere from the campfire to picture galleries and philosophy books. It is material and symbolic, emotional and calculated. It is a glue and a dividing line between people.
Food is history. Both as a prominent or an almost invisible thread running through life, food is more than itself, a lens on how society changed through history. This course uses food as a social phenomenon to highlight differences and commonalities of the region called East Central Europe without and within. It reflects upon the numerous faces of food, how its changes, its use, creation, consumption, and study mirrors broader historical developments and how it serves as focus of attachments known from contemporary politics: national, local, regional. Following food in East Central European history offers not only an analysis of food and its function within society, but how food has changed with society too.
Throughout the course we shall explore the different – material, cultural, political, class – meanings of food, while introducing perspectives from different academic disciplines like social and political history, sociology, nationalism studies, anthropology. We start from the material, and through the concepts of food culture and food ways we shall connect the symbolic and practical aspects of food. After exploring how technology and science changed food and how it is related to modernity, we shall delve into the cultural and political: how does food reflect and represent various differences, how it is used to symbolize the immaterial. Finally, as East Central European food history is anything but peculiar, we will use food to think about the possible meanings of this geographic concept.
Latina/o/x populations constitute over 19% of the U.S. population as of 2020, one of the fastest
growing groups in the U.S. with a long and rich history in the U.S while maintaining transnational ties.
In this course students are invited to critically analyze the social histories of and contemporary
experiences of a diverse range of Latino/a/x populations from across the Americas. Over the course of
the semester, we will discuss how Latino/a/x populations come to reside in and transform New York
City, how Latina/o/x populations contend with everyday life and, how they shape and reshape the
communities they resettle in. Although the focus is on New York City, we will also examine the
movement of peoples from the Caribbean and Latin America. Topics include histories of migration,
labor recruitment, citizenship, coloniality and racialization, neoliberalism and the rise of
financialization in NYC, environmental racism, community formation and Latino/a/x political
activism. We will critically examine a variety of text and genres ranging from anthropological,
historical, poetry, documentary, films, media, and art to shift away from homogeneous categorization
of Latino/a/x populations to understanding populations as dynamic and complex. Students are
invited to bring their stories to class as this is a collaborative learning environment.
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.
Overview of properties and interactions of static electric and magnetic fields. Study of phenomena of time dependent electric and magnetic fields including induction, waves, and radiation as well as special relativity. Applications are emphasized.
Prerequisites: four semesters of biology with a firm foundation in molecular and cellular biology. Introduces students to the current understanding of human diseases, novel therapeutic approaches and drug development process. Selected topics will be covered in order to give students a feeling of the field of biotechnology in health science. This course also aims to strengthen students’ skills in literature comprehension and critical thinking.
Ordinary differential equations including Laplace transforms. Reactor Design. An introduction to process control applied to chemical engineering through lecture and laboratory. Concepts include the dynamic behavior of chemical engineering systems, feedback control, controller tuning, and process stability.
Focusing on a canonical author is an immensely productive way to explore translation research and practice. The works of Sappho, Dante, Rilke, Césaire or Cavafy raise the question of reception in relation to many different critical approaches and illustrate many different strategies of translation and adaptation. The very issue of intertextuality that challenged the validity of author-centered courses after Roland Barthes’s proclamation of the death of the author reinstates it if we are willing to engage the oeuvre as an on-going interpretive project. By examining the poetry of the Greek Diaspora poet C. P. Cavafy in all its permutations (as criticism, translation, adaptation), the Cavafy case becomes an experimental ground for thinking about how a canonical author can open up our theories and practices of translation. For the final project students will choose a work by an author with a considerable body of critical work and translations and, following the example of Cavafy and his translators, come up with their own retranslations. Among the materials considered are commentary by E. M. Forster, C. M. Bowra, and Roman Jakobson, translations by Edmund Keeley and Philip Sherrard, James Merrill, Marguerite Yourcenar, and Daniel Mendelsohn, poems by W.H. Auden, Lawrence Durrell, and Joseph Brodsky, and visual art by David Hockney, and Duane Michals.
Introduction to natural and anthropogenic carbon cycle, and carbon - climate. Rationale and need to manage carbon and tools with which to do so (basic science, psychology, economics and policy background, negotiations - society; emphasis on interdisciplinary and inter-dependent approach). Simple carbon emission model to estimate the impacts of a specific intervention with regards to national, per capita and global emissions. Student-led case studies (e.g. reforestation, biofuels, CCS, efficiency, alternative energy) to illustrate necessary systems approach required to tackle global challenges.
This course examines the historical and theoretical issues concerning the representation of African Americans in film and media. The course will provide a historical overview while focusing on key themes, concepts, and texts.
This course seeks to build upon (or expand) skills learned in sculpture I. This workshop based course allows students more access to the shops to continue to develop those introductory skills while focusing on specific materials and processes. In this course students will complete one self directed project and a number of inclass short assignments and exercises providing a greater exposure to sculptural practice and processes. Acting as both a bridge to and support for more advanced inquiry into making.
Prerequisites: completion of three years of modern Chinese at least, or four years of Japanese or Korean.
This course is intended to provide a quantitative introduction to storage of carbon derived from greenhouse gases, mainly CO2, with a focus on geological carbon storage and mineralization in saline aquifers, depleted hydrocarbon reservoirs, and “reactive” subsurface formations (rocks rich in Fe, Ca, and Mg) as well and other natural and engineered storage reservoirs (e.g., terrestrial storage, ocean storage, building materials). Course modules cover fundamental processes such as geochemical fluid-rock interactions and fluid flow, transport, and trapping of supercritical and/or dissolved CO2 in the context of pore-scale properties to field-scale example storage reservoirs and specific integrative problems such as reservoir characterization and modeling techniques, estimating storage capacity, and regulations and monitoring.
Prerequisites: ECON UN3211 and ECON UN3213 Empirical findings on economic development, theoretical development models; problems of efficient resource allocation in a growing economy; balanced and unbalanced growth in closed and open economic systems; the role of capital accumulation and innovation in economic growth.
This course examines the historical and theoretical issues concerning the representation of African Americans in film and media. The course will provide a historical overview while focusing on key themes, concepts, and texts.
General experimental techniques in materials science, including X-ray diffraction, scanning electron microscopies, atomic force microscopy, materials synthesis and thermodynamics, characterization of material properties (mechanical, electrochemical, magnetic, electronic). Additional experiments at discretion of instructor.
Biomechanics of orthopaedic soft tissues (cartilage, tendon, ligament, meniscus, etc.). Basic and advanced viscoelasticity applied to the muscoskeletal system. Topics include mechanical properties, applied viscoelasticity theory, and biology of orthopaedic soft tissues.
This seminar introduces students to architectural and environmental histories of abolition through constructed environments, spatial practices, and texts from the eighteenth century to the present. The course locates abolition in social movements and historical discourses, examining the roles that both reform and radical refusal have played in struggles for spatial justice by considering debates around enslavement, prisons, and borders. The course situates abolition as a significant intersectional feminist problem, and conceptually core to the consideration of race in global architectural history. We examine individual and collective works of architecture, art, landscape, and material culture, which highlight incarceration and the production of enclosure within the institutions that have shaped them in various parts of the world, and as elements of the formation of space, power, and knowledge in colonial and postcolonial contexts.
The seminar is structured around multiple full-book engagements. We will closely read three texts that are foundational to the literature on abolition and architecture:
Are Prisons Obsolete?
by Angela Y. Davis;
Golden Gulag: Prisons, Surplus, Crisis, and Opposition in Globalizing California
by Ruth Wilson Gilmore; and
Marking Time: Art in the Age of Mass Incarceration
by Nicole Fleetwood. These readings are complemented by articles and other shorter texts, and works of art and architecture, which help to contextualize and draw out the themes of the course. Each student leads seminars on the readings and builds on this foundation by engaging in independent research, culminating in a long-format paper that intervenes in the discourse or frames a narrative, presenting an architectural history of abolition.
Descriptive statistics, central limit theorem, parameter estimation, sufficient statistics, hypothesis testing, regression, logistic regression, goodness-of-fit tests, applications to operations research models.
What are the traditional definitions of jazz and how do they apply to improvised music in the twenty-first century? This course aims to communicate reliable methods and processes useful when dissecting and evaluating jazz performances and jazz compositions. Students will engage with traditional and fundamental jazz improvisation theory, then extrapolate new modalities reflective of the music happening today; including categorizing music on gradations from minimally to fully improvisational, tonal to harmonically abstract, rhythmically rigid to free, and sonically acoustic to fully synthesized. The class will explore and differentiate between “new complexity” classical compositions and virtuosic free form improvisation, compare US jazz to versions happening in other countries, and to recognize how world music influences affect improvisational tonal systems and improvisational traits.
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.
Advanced instruction in the Armenian dialect. No P/D/F or R credit is allowed for this class.
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.
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.
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.
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.
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.
Students and scholars approaching a vast amount of primary and secondary literature, as well as accounts and anthropological and sociological studies of Buddhism as a lived religion, are faced with an array of stories, data, theories and practices, many of which appear to be inconsistent with others. We try to make sense of these by interpreting them.
The art or science of interpretation – “hermeneutics” after Hermes – has a long history in Asia and in the West. Buddhism itself has a tradition of hermeneutics, as does each of the Western religious traditions and Western philosophy and law, starting with Plato and Aristotle, becoming “romantic” with Schleiermacher, and “modern” with Heidegger, Gadamer, and Ricoeur. Today’s Western hermeneutics has become largely de-regionalized from specific subject areas, and has been extended to the interpretation of all human experience.
After a grounding in traditional Buddhist and Western hermeneutic principles, we will focus on a number of aspects of Buddhism, including the central question of whether there is a “self” or not, and on esoteric Buddhist yoga, Tantra, central to several of the better-known forms of Buddhism today, including Tibetan Buddhism. Here we will witness the confluence and, sometimes, collision of traditional Buddhist and Tantric hermeneutics focusing in large part on “spiritual” concerns, and the Western tradition, with its emphasis on economics, power, and gender. In thinking about which interpretations are “right” -- indeed, whether any interpretation can be “right,” and, if so, "how much?" -- we will consider the cultures in which these scriptures and practices originated, as well as ourselves and our own contemporary perspectives, insights, presuppositions and prejudices.
A primary concern of hermeneutics is the interpretation of so-called "objective" physical and subjective mental realities. In thinking about the hermeneutics of outer and inner time and space, towards the end of the semester we will consider whether the "objective" and the "subjective" intersect, how much, and look at some descriptions of quantum mechanics and the role of observation of physical reality there, and analogize and contrast those to and with some Buddhist systems of philosophy and practice.
Since Buddhism was introduced to Korea 1,600 years ago, the religion has had great impact on almost all aspects of the Korean society, making significant contributions to the distinct development of Korean culture. In this course, we will explore how Buddhism has influenced and interacted with various fields of Korean culture such as art, architecture, literature, philosophy, politics, religions, and popular culture. Buddhist scriptures, written in classical Chinese, with their colorful imaginations, have stimulated the development of Korean literature. Buddhist art, sculpture, and architecture have also catalyzed the Korean counterparts to bloom. The sophisticated philosophy and worldview of Buddhism, along with its diverse religious practices and rituals have added richness to the spiritual life of Korean people. Buddhism also attracted a significant number of followers, often playing important roles in politics. Throughout the course, we will not only investigate the influence of Buddhism on diverse aspects of Korean culture on their forms and at their depths, but also examine the interactions between Buddhism and other religions, as well as politics. Students will learn how Korean people have formed and reformed Korean culture through the medium of Buddhism
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.
Prerequisites: ECON UN3211 and ECON UN3213 Historical comparative examination of the economic development problems of the less developed countries; the roles of social institutions and human resource development; the functions of urbanization, rural development, and international trade.
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.
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.
This seminar is the first comprehensive course on Alice Diop's cinema, from her confidential beginnings in 2005 (
Clichy pour l’exempl
e) to her international success in 2022 (
Saint Omer
). An analysis of the
Double Vague,
a term coined by French-Burkinabe film critic Claire Diao, will inform our detailed review of six of Diop’s films. The
Double Vague
refers to a generation of French filmmakers from postcolonial origins, working from the
banlieues
. Since the 2000s, these filmmakers have breathed new life into national cinema and highlighted alternative narratives of French society.
Alice Diop is a young Black woman of Muslim culture, born in the
banlieues
from an immigrant family of modest means. Each of these six identities alone make her an outsider in a traditionally Parisian, white, bourgeois and heavily male French cinema environment. Taken together, these characteristics form the main thread of this seminar: the aesthetics, intersectional identities and universalist aspirations in Alice Diop’s that interrogate contemporary France.
This class will present foundational themes of Diop's work, themes that are intimately weaved throughout the life of the filmmaker. Through these themes, we will analyze the theories of consciousness that are transforming French society at the beginning of the 21st century. Through Alice Diop's cinema and our guest speaker's works, this seminar will review the mutations of universalism
à la française
, from Ronsard and Montaigne's pre-Enlightenment notions of universalism as humanism to the current debates in the articulation of race, class, gender and citizenship.
This seminar is the first comprehensive course on Alice Diop's cinema, from her confidential beginnings in 2005 (
Clichy pour l’exempl
e) to her international success in 2022 (
Saint Omer
). An analysis of the
Double Vague,
a term coined by French-Burkinabe film critic Claire Diao, will inform our detailed review of six of Diop’s films. The
Double Vague
refers to a generation of French filmmakers from postcolonial origins, working from the
banlieues
. Since the 2000s, these filmmakers have breathed new life into national cinema and highlighted alternative narratives of French society.
Alice Diop is a young Black woman of Muslim culture, born in the
banlieues
from an immigrant family of modest means. Each of these six identities alone make her an outsider in a traditionally Parisian, white, bourgeois and heavily male French cinema environment. Taken together, these characteristics form the main thread of this seminar: the aesthetics, intersectional identities and universalist aspirations in Alice Diop’s that interrogate contemporary France.
This class will present foundational themes of Diop's work, themes that are intimately weaved throughout the life of the filmmaker. Through these themes, we will analyze the theories of consciousness that are transforming French society at the beginning of the 21st century. Through Alice Diop's cinema and our guest speaker's works, this seminar will review the mutations of universalism
à la française
, from Ronsard and Montaigne's pre-Enlightenment notions of universalism as humanism to the current debates in the articulation of race, class, gender and citizenship.
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.