Prerequisites: (CIEN E3121) and (CIEN E3127) or equivalent.
Design of large-scale and complex bridges with emphasis on cable-supported structures. Static and dynamic loads, component design of towers, superstructures & cables; conceptual design of major bridge types including arches, cable stayed bridges and suspension bridges.
Prerequisites: (CIEN E3125) or (CIEN E4232) or CIEN E3125 or CIEN E4232, or instructor's permission.
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.
Prerequisites: (COMS W3261)
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.
This course presents an overview of migration, from the selective pressures animals face in migrating to the mechanisms of navigation and orientation. We will explore migration in a variety of animal taxa. Bird migration will be studied in-depth, as birds exhibit some of the most spectacular long distance migrations and are the most well-studied of animal migrators. The challenges of global climate change and changing land use patterns, and how species are coping with them, will also be explored.
Prerequisites: (CIEN E3141) or instructor's permission.
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.
This course studies Sufism as it has emerged, developed, and assumed its presence in Sufi autobiographies and religious and literary writings. The Sufi Path is traced in these writings that include poems like ibn al-Farid’s Poem of the Way. Sufi States and Stations are analyzed to understand this Path that reaches its culmination in an ecstatic sense of Oneness. Sufism is also a social and political phenomenon that unsettles formal theologies and involves Sufis in controversies that often end with their imprisonment and death.
The collector, warns the literary critic Walter Benjamin “is motivated by dangerous though domesticated passions.” Far from merely a playful or antiquarian practice, collecting was depicted by various authors and theorists as a pathological tendency which often borders on compulsion and kleptomania. This interdisciplinary seminar examines the psychological, economic, and aesthetic forces which motivate people to collect. From Noah’s Ark to A&E’s popular show, “Hoarders,” collecting is related to the practice of organizing, cataloguing, and understanding the world we live in. This seminar poses the question: to what extent is collecting a trans-historical phenomenon and to what extent is it a fundamentally modern process shaped by the expansion of capitalism and private property? How has technology informed the dynamics of collecting and how might we redefine it today given our virtually limitless electronic storage capabilities? Beginning with the Renaissance Wunderkammer and the emergence of the museum, we will examine what Benjamin calls the “domesticated” side of collecting. We will then turn our attention to the “dangerous” undercurrents of collecting by teasing out the differences between collecting, hoarding, and possessing. This seminar explores the dangerous political and ethical ramifications of collecting practices, such as the relationship between imperial conquest and the growth of museums, world fairs, and human zoos. Finally, to better understand the institutional dynamics of collecting, curating, and exhibiting, we will be visiting the American Museum of Natural History as well as the Trash Museum in Harlem.
Prerequisites: (CIEN E3141) or equivalent.
Conventional types of foundations and foundation problems: subsurface exploration and testing. Performance of shallow and deep foundations and evaluation by field measurements. Case histories to illustrate typical design and construction problems. To alternate with CIEN E4246.
This course covers the engineering design and construction of different types of tunnel, including cut and cover tunnel, rock tunnel, soft ground tunnel, immersed tub tunnel, and jacked tunnel. The design for the liner, excavation, and instrumentation are also covered. A field trip will be arranged to visit the tunneling site.
Prerequisites: (CIEN E3141)
Retaining structures, bulkheads, cellular cofferdams, and braced excavations. Construction dewatering and underpinning. Instrumentation to monitor actual performances. Ground improvement techniques, including earth reinforcement, geotextiles, and grouting. To alternate with CIEN E4243.
Prerequisites: basic knowledge in programming (e.g., at the level of
COMS W1007
), a basic grounding in calculus and linear algebra.
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: Prior study of Freudian theory and psychoanalysis.
While there is a general familiarity with the history of psychoanalysis’s spread from Vienna throughout Europe, and from the European centers of psychoanalysis to the US, less is known about its broader internationalization. This course explores the globalization of Freudian theory, and the varying ways it has been read and deployed by intellectuals, artists, and political activists--among others--in various parts of the world. Whether its central appeal was to pre-Revolution Russian intellectuals, who wished to assert their cosmopolitanism and kinship with Europe; to Mexican judges, who employed it to analyze criminal defendants; or to Egyptian experts in dreams, who added this tool to their analytic toolkit, psychoanalysis lent itself to novel, and often contrasting, interpretations and uses.
In this class, we will examine how Freud’s universal model of the mind and theory of the subject were refashioned and repurposed to address specific social problems and to advance particular political projects, and how they were revised to conform to local concepts of emotion and the self. We will consider how a system of thought grounded in secularity and individualism was adapted for faith-based and communitarian societies. In addition, we will look into the ways Freudian notions of the unconscious intersected with existing philosophical traditions, and how other cornerstones of psychoanalytic thought were blended with local interpretive practices. Finally, we will address a number of issues that have arisen in the global transmission of psychoanalysis, including problems in the translation of Freudian theory from the original German, and the formation and ongoing conflicts of the International Psychoanalytic Association.
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.
Prerequisites: elementary physical chemistry.
Thermodynamics of surfaces, properties of surfactant solutions and surface films, electrostatic and electrokinetic phenomena at interfaces, adsorption; interfacial mass transfer and modern experimental techniques.
Prerequisites: (CHEM UN1403) and (ENME E3161) or CHEM C1403, or the equivalent; ENME E3161 or the equivalent.
Engineering aspects of problems involving human interaction with the natural environment. Review of fundamental principles that underlie the discipline of environmental engineering, i.e., constituent transport and transformation processes in environmental media such as water, air, and ecosystems. Engineering applications for addressing environmental problems such as water quality and treatment, air pollution emissions, and hazardous waste remediation. Presented in the context of current issues facing the practicing engineers and government agencies, including legal and regulatory framework, environmental impact assessments, and natural resource management.
Prerequisites: (CIEN E3141) and (ENME E4332)
State-of-the-art computer solutions in geotechnical engineering; 3D consolidation, seepage flows, and soil-structure interaction; element and mesh instabilities.
Ukraine in New York is a multidisciplinary exploration of the Ukrainian-American community in New York City from its beginning in the late 19th century to the present. The course focuses on the history, demographics, economics, politics, religion, education, and culture of the community, devoting particular attention to the impact thereon of the New York setting, shifting attitudes towards American politics and culture and homeland politics and culture, the tensions encountered in navigating between American, Soviet Ukraine, and independent Ukraine...
Prerequisites: CIEE E3250 and ENME E3161 or instructor's permission.
Sources and types of groundwater contamination. Groundwater hydrology. Groundwater contaminant fate and transport. Flow and transport in the unsaturated zone. Nonaqueous phase liquids and multiphase flow. Physical and numerical models for contaminant transport. Characterization and assessments of contaminated sites. Groundwater remediation alternatives. Regulations.
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. 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: Senior undergraduate or graduate student standing and the instructor's permission.
Conjoint studio run with the Graduate School of Architecture, Planning and Preservation (GSAPP) that explores solutions to problems of urban density. Engineering and GSAPP students will engage in a joint project that address habitability and sustainability issues in an urban environment, and also provides community service. Emphasis will be on the integration of science, engineering and design within a social context. Interdisciplinary approaches and communication will be stressed.
Prerequisites: Comfort with basic discrete math and probability. Recommended: COMS W3261 or CSOR W4231.
An introduction to modern cryptography, focusing on the complexity-theoretic foundations of secure computation and communication in adversarial environments; a rigorous approach, based on precise definitions and provably secure protocols. Topics include private and public key encryption schemes, digital signatures, authentication, pseudorandom generators and functions, one-way functions, trapdoor functions, number theory and computational hardness, identification and zero knowledge protocols.
The focus of this seminar will be novels by Arab writers. The course will explore the history of the Arabic novel: its rise, development, and evolution. We will read and analyze novels belonging to various periods in Arab history and representing diverse points of views, including gender, identities, and different sub-cultures and sub-genres. We will look into the connections therein between the novel and the historical backdrops of colonialism, decolonization, globalization, war, rights and personal independence from several perspectives and writers across the Arab world. We will also consider the modern Arabic novel’s engagement with the global, glocal, and local as well as its nod to the Arabic literary tradition; its engagement with technology, scientific progress, absurdity, loss, trauma, the human condition, as well as dystopic themes. No knowledge of Arabic is required.
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: (MATH UN1201) and (MATH UN2030) and (APMA E3101) and (ENGI E1006) or their equivalents. 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 ODE's. All programming exercises will be in Python.
Prerequisites: (APPH E3300)
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.
Prerequisites: Material and energy balances.
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.
Prerequisites: E3113, E3114, or Instructor's Permission
Basic concepts of materials science for civil infrastructure materials. Relate composition, structure, processing to engineering properties (e.g. strength, modulus, ductility-malleability, durability). Materials covered include stone, brick, terra cotta, concrete, cast stone, metals and wood. Overview of sourcing and production, identification, fabrication, chemical, physical and mechanical properties.
Overview of Greek and Roman literature. Close analysis of selected texts from the major genres accompanied by lectures on literary history. Topics include the context out of which the genres arose, the suitability of various modern critical approaches to the ancient texts, the problem of translation, and the transmission of the classical authors and their influence on modern literature.
Prerequisites: Undergraduate level mathematics and science, or instructor's permission.
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.
Prerequisites: completion of three years of modern Chinese at least, or four years of Japanese or Korean.
Prerequisites:
ECON W3211
and
W3213
.
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.
Prerequisites: one year of calculus-based general physics.
Einstein's General Theory of Relativity replaced Newtonian gravity with an elegant theory of curved spacetime. Einstein's theory led to unforseen and unnerving predictions of singularities and cosmological instabilities. Nearly a century later, these mathematical oddities have been confirmed astrophysically in the existence of black holes, an expanding universe, and a big bang. The course will cover Einstein's General Theory, beginning with special relativity, with an emphasis on black holes and the big bang.
Astronomers live in era of “big data”. Whilst astronomers of a century ago collected a handful of photographic plates each night, modern astronomers collect thousands of images encoded by millions of pixels in the same time. Both the volume of data and the ever present desire to dig deeper into data sets has led to a growing interest in the use of statistical methods to interpret observations. This class will provide an introduction to the methods commonly used in understanding astronomical data sets, both in terms of theory and application. It is one six classes the department offers every fourth semester.
Prerequisites: Calculus, basic inorganic chemistry and basic physics including thermodynamics or permission of the instructor.
Introduction to complex systems, their impact on our understanding and predictability of the carbon cycle , the use of systems analysis and modeling tools, as well as Bayesian statistics and decision theory for evaluating various solutions to close the carbon cycle, a detailed examination of the geochemical carbon cycle, major conceptual models that couple its changes to climate change, analysis of the anthropogenic carbon sources and sinks and role of carbon in energy production, closing the carbon cycle impacts on energy security, economic development and climate change protection, analysis of solutions to close the carbon cycle.
The strategies and technologies of global manufacturing and service enterprises. Connections between the needs of a global enterprise, the technology and methodology needed for manufacturing and product development, and strategic planning as currently practiced in industry.
Prerequisites: No prerequisites. Department approval NOT required.
This seminar takes up the terms witness, record, and document as nouns and verbs. What is poetry of witness? Documentary poetry? Poetry as (revisionist ) historical record? What labor and what ethical, political, and aesthetic considerations are required of poets who endeavor to witness, record, or document historical events or moments of trauma? How is this approach to poetry informed by or contributing to feminist theories, aesthetic innovation, and revisionist approaches to official histories? Course materials include: 1) essays that explore the poetics and politics of "poetry of witness" or "documentary poetry"; 2) a range of contemporary American Poetry that has been classified as or has productively challenged these categories; 3) and audio, video, and photographic projects on which poets have collaborated. Our encounters with this work will be guided by and grounded in conversations about ideas of "truth," "text," the power relations of "documentation," and issues of language and representation in poetry. We will also critically examine the formal (rhyme, rhythm, diction, form, genre, point of view, imagery, etc.) and philosophical components and interventions of the work we study and create.
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.
Prerequisites: (ELEN E3331) and (ELEN E3801)
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.
Prerequisites: (MECE E3311)
Fundamentals of solar energy transport: radiation heat transfer, convention, conduction and phase change processes. Heat exchangers and solar collectors: basic methods of thermal design, flow arrangements, effects of variable conditions, rating procedures. Solar energy concentration. Piping Systems: series and parallel arrangements, fluid movers. Thermal response and management of photovoltaic energy conversion. Solar energy storage. Solar cooling, solar thermal power and cogeneration. Applications to the design of solar thermal engineering systems.
Recommended preparation: ELEN E3331, CSEE W3827, and ELEN E3106. 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.
The course focuses on human identity, beginning with the individual and progressing to communal and global viewpoints using a framework of perspectives from biology, genetics, medicine, psychiatry, religion and the law.
This course explores diverse aspects of the interactions between religion and politics in modern, pre-modern, and contemporary Korea. It focuses on how Korean religions such as Buddhism, Confucianism, Christianity, and new religions have influenced and been influenced by politics, thereby leading to the mutual transformation of the two major social phenomena.
Prerequisites: ECON UN3211 and ECON UN3213
The growth and structural changes of the post-World War II economy; its historical roots; interactions with cultural, social, and political institutions; economic relations with the rest of the world.
Prerequisites: (MECE E3100) and (MECE E3301) and (MECE E3311)
Theoretical and practical considerations, and design principles, for modern thermofluids systems. Topics include boiling, condensation, phase change heat transfer, multimode heat transfer, heat exchangers, and modeling of thermal transport systems. Emphasis on applications of thermodynamics, heat transfer, and fluid mechanics to modeling actual physical systems. Term project on conceptual design and presentation of a thermofluid system that meets specified criteria.
Prerequisites: BCRS UN2102
Further develops skills in speaking, reading, and writing, using essays, short stories, films, and fragments of larger works. Reinforces basic grammar and introduces more complete structures.
Prerequisites: Mechanics of solids, structural analysis, elementary computer programming (MATLAB) is recommended, linear algebra and ordinary differential equations.
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.
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.
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.
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.
Prerequisites: RUSS UN3101 and RUSS UN3102 Third-Year Russian I and II, or placement test.
A language course designed to meet the needs of those foreign learners of Russian as well as heritage speakers who want to develop further their reading, speaking, and writing skills and be introduced to the history of Russia.
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.
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.
Forcibly moving civilians to designated areas as a wartime measure has constituted a widely practiced military strategy for centuries. In the late 19th and early 20th centuries, colonial powers increasingly provided more structure and organization to these policies of relocation and internment in the Americas, Africa, and East Asia. This course provides a social history of civilian internment and mass murder from late-19th century colonial cases to World War II.
Through case studies of the Spanish-Cuban war, the South African War, the Philippines-American War, the genocide of the Herrero and Nama in Southwest Africa, the Armenian Genocide, and the Holocaust, the course traces the evolution of the concentration camp from a counter-insurgency strategy in wartime to a weapon of mass murder. The course also examines the internment of Japanese Americans, and the Japanese “comfort stations” in comparative perspective.
Prerequisites: (ENME E3161) or ENME E3161 or the equivalent
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.
Why do we apologize? What are the elements of an effective apology? When is an apology not an apology? Can resentment and
un
forgiveness be a virtue? We will tackle these questions by delving into research in the fields of history, sociology, linguistics, philosophy, political science, and clinical and social psychology. Students will analyze texts, audio, and video of apologies offered by governments, political leaders, and other public figures, ascertaining their weaknesses and strengths, and their reception by various parties. Students will also analyze apologies and their manifestation in the media, public discourse, and literary works (memoirs, poetry, novels, and parables). After tackling interpersonal and collective apologies (and non-apologies), the course delves into literature that responds to these apologies, tackling issues of forgiveness,
un
forgiveness, and (re)conciliation.
What makes a diva a diva? How have divas shaped and challenged our ideas about American culture, performance, race, space, and capital during the last century? This seminar explores the central role of the diva—the celebrated, iconic, and supremely skilled female performer—in the fashioning and re-imagining of racial, gendered, sexual, national, temporal, and aesthetic categories in American culture. Students in this course will theorize the cultural function and constitutive aspects of the diva and will analyze particular performances of a range of American divas from the 20th and 21st centuries and their respective roles in (re)defining American popular culture.
Prerequisites: (ELEN E3331) and (ELEN E3801) ELEN E3801 & ELEN E3331.
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.
Prerequisites: ECON UN3211 and ECON UN3213 and STAT UN1201 or POLS 4710 for those who declared prior to Spring 2014.
The course studies the interaction between government and markets. The first part discusses market failures and the scope and limits of government intervention, including the use of modified market-type tools (for example, cap-and-trade regulations for pollution). The second part discusses collective decision-making, in particular voting and its properties and pathologies. The final part discusses economic inequality and government's role in addressing it.
The nature of opportunity in American society; the measurement of inequality; trends in income and wealth inequality; issues of poverty and poverty policy; international comparisons.
This lecture will investigate the ways in which the nineteenth-century novel is shaped by the forces of horror, sensation, suspense and the supernatural. We will ask how the melodramatic imagination, the rhetoric of monstrosity, and the procedures of detection mark high narrative realism with the signs of cultural anxieties building up around nineteenth-century revolution, industrialization, capitalism, bigamy, Catholicism and immigration. Looking at representative samples of the Romantic neo-gothic novel, mid-century ghost stories, the highly popular and controversial sensation novels of the 1860’s along with their spectacular iterations on the Victorian stage, we will come away with a deeper and more nuanced understanding of the intersection between the novel and popular entertainment. Readings will include Austen’s
Northanger Abbey
, Brontë’s
Villette,
Braddon’s
Lady Audley’s Secret
, Collins’s
The Woman in White
, Dickens’s
Bleak House
, Stoker’s
Dracula
, and plays by Boucicault, Hazelwood, Lewis, and Wood.
The course examines some of the most important novels that belong to Italy's period of major social and economic transformations. Only after WWII Italy finally becomes a modern nation, i.e. a republic based on truly universal suffrage, and an industrialized country. Such accelerated progress, though,causes deep social instability and mobility which obviously results in heavy psychological pressures on the people: adaptation becomes crucial and inevitable. Fiction therefore resumes the task to represent such awkwardness of integration into a modern bourgeois society that, contrarily to its European and American counterpart, is extremely tentative and insecure per se, since it's political identity has extremely precarious grounds. Among other authors, primary readings include Giuseppe Tomasi di Lampedusa's The Leopard and Italo Calvinos's If on a Winter's Night a Traveler.
Primary Readings in Italian.
Prerequisites: (CHEM UN3443) or equivalent, or instructor's permission.
Process development for new compounds, including fine and specialty chemicals, pharmaceuticals, biologicals and agrochemicals. Experimental strategy and methods for process scale-up from bench to pilot plant. Evaluation of process economics. Hazard and risk evaluation for environmental and industrial hygiene safety. Capture and use of process know-how for process and plant design, regulatory approvals, and technology transfer to first manufacture.
This course is designed as an overview of major texts (in poetry and prose), contexts, and themes in British Romanticism. The movement of Romanticism was born in the ferment of revolution, and developed alongside so many of the familiar features of the modern world—features for which Romanticism provides a vantage point for insight and critique. As we read authors including William Blake, Jane Austen, John Keats, Mary Shelley, and many others, we will situate our discussions around the following key issues: the development of individualism and new formations of community; industrialization and ecology (changes in nature and in the very conception of “nature”); and slavery and abolition.
Debates over the rights of lesbian, gay, bisexual and transgender people have never been more visible in the international arena. Advocates are beginning to have some success in putting sexual orientation and gender identity on the agenda for inclusion in human rights instruments. But in many local and regional contexts, state-sanctioned homophobia is on the rise, from the official anti-gay stance of Russia featured during the Sochi Winter Games to the passage of Mississippi’s anti-gay bill and Uganda’s anti-homosexuality act. This course examines these trends in relation to strategies pursued by grassroots activists and NGOs and the legal issues they raise, including marriage and family rights, discrimination, violence, torture, sex classification, and asylum. We will also focus on current debates about the relation between sexual rights and gender justice, tensions between universalisty constructions of gay/trans identity and local formations of sexual and gender non-conformity, and legacies of colonialism.
Sign up for this class to obtain a computer account and access to the Department of Mechanical Engineering Computer Laboratory.
Prerequisites: Probability theory and linear programming.
This course is required for students in the Undergraduate Advanced Track.
Key measures and analytical tools to assess the financial performance of a firm and perform the economic evaluation of industrial projects and businesses. Deterministic mathematical programming models for capital budgeting. Concepts in utility theory, game theory and real options analysis.
Prerequisites: (IEOR E3658) and (IEOR E4307) or (STAT GU4001) and computer programming.
Corequisites: IEOR E3106,IEOR E4106
This course is required for MSIE and MSOR. Graduate students must register for 3 points. Undergraduate students must register for 4 points.
Generation of random numbers from given distributions; variance reduction; statistical output analysis; introduction to simulation languages; application to financial, telecommunications, computer, and production systems.
Students who have taken IEOR E4703 Monte Carlo simulation may not register for this course for credit.
Recitation section required.
Prerequisites: (IEOR E4004) or (IEOR E3608) and (IEOR E4106) or (IEOR E3106) and familiarity with differential equations and computer programming; or instructor's permission.
This course is 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.
Prerequisites: (MATH UN1202) or MATH V1202 or equivalent,
Fourier analysis. Physics of diagnostic ultrasound and principles of ultrasound imaging instrumentation. Propagation of plane waves in lossless medium; ultrasound propagation through biological tissues; single-element and array transducer design; pulse-echo and Doppler ultrasound instrumentation, performance evaluation of ultrasound imaging systems using tissue-mimicking phantoms, ultrasound tissue characterization; ultrasound nonlinearity and bubble activity; harmonic imaging; acoustic output of ultrasound systems; biological effects of ultrasound.
Prerequisites: (ELEN E3401) or ELEN E3401 or equivalent.
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.
The goal of the course is to discuss different approaches to the study of developmental pathways in Central and Eastern Europe (CEE) in a broad historical perspective drawing on various approaches from political science, sociology and economic history. Students participating in the seminars will get an overview on the various approaches to explaining divergence in political, social and economic developments between the Eastern and Western parts of Europe, and within the region. The course aims to establish a dialogue between three types of scholarships: one dealing with the pre-regime change developmental pathways in the region, another dealing with factors that could account for persistent post-communist and post- enlargement developmental divergence and a third one that deals with issues of backwardness and core-periphery relations in transnational and global perspective.
The course starts with a discussion of broad historical perspectives on East-West divergence in Europe. The second bloc deals with the various great transformations in the region: the remaking of states, polities and economies. The third bloc is devoted to the discussion of the transnationalization of states and economies in the region. Finally, the forth bloc deals with hybrid regimes and problems of democratic backsliding in the region.
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.
Prerequisites: ECON UN3211 and ECON UN3213
Introduction to the systematic treatment of game theory and its applications in economic analysis.
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.
Prerequisites: (ENME E3105) or (ENME E3106) or ENME 3105 or equivalent, recommended: ENME 3106 or equivalent
Automobile dynamic behavior is divided into three subjects: vehicle subsystems, ride, and handling. Vehicle subsystems include: tire, steering, mechanisms, suspensions, gearbox, engine, clutch, etc. Regarding ride, vibrations and ride comfort are analyzed, and suspension optimization of a quarter car model is treated. Regarding handling, vehicle dynamic behavior on the road is analyzed, with emphasis on numerical simulations using planar as well as roll models.
Prerequisites: ECON UN3211 and ECON UN3213 ECON GU4400 is strongly recommended.
What differences does race make in the U.S. economy? Why does it make these differences? Are these differences things we should be concerned about? If so, what should be done? The course examines labor markets, housing markets, capital markets, crime, education, and the links among these markets. Both empirical and theoretical contributions are studied.
Prerequisites: (APMA E2101) and (ELEN E3801) or instructor's permission.
Corequisites: EEME E3601
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.
Prerequisites: (COMS W3134 or COMS W3136 or COMS W3137) and (CSEE W3827)
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.
This course will read recent scholarship on migration and citizenship (with some nod to classic works); as well as theoretical work by historians and social scientists in the U.S. and Europe on the changing conceptual frameworks that are now shaping the field. The first half of the course will read in the literature of U.S. immigration history. The second half of the course is comparative, with readings in the contexts of empire, colonialism and contemporary refugee and migration issues in the U.S. and Europe.
Prerequisites: (COMS W3134 or COMS W3136 or COMS W3137) or the instructor's permission.
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.
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.
Prerequisites: ECON UN3211 and ECON UN3213
Types of market failures and rationales for government intervention in the economy. Benefit-cost analysis and the theory of public goods. Positive and normative aspects of taxation. The U.S. tax structure.
Cold War “soft power” ideological campaigns for the “hearts and minds of men” abutted “hot war” confrontations between 1945 and 1991 and beyond. This seminar examines the history of government and private sector mechanisms used to export national ideals and ideas about America in order to enact foreign policy agendas in contested regions. The class will open with an examination of power - hard and soft - propaganda, "truth," and "informational" practices - and then continue to explore cultural diplomacy. Primary sources including radio broadcasts, music, agriculture, and architecture are examined in the context of secondary readings about the Cold War. Because New York City became postwar “cultural capital of the world,” student trips include the Rockefeller Archives Center, the Museum of Radio and Television, Columbia University’s Avery Architectural and Fine Arts archives, and the Oral History Research Center, Rare Book and Manuscript Library. This course has three purposes: (i) to examine the role of culture as a reflection and enactment of Cold War politics; (ii) to provide an understanding of cultural forces in building ideas in foreign markets; (iii) to reframe the understanding of “soft” and “hard” power as a strategy of Cold War battles.
Prerequisites: ECON UN3211 and ECON UN3213
This course studies gender gaps, their extent, determinants and consequences. The focus will be on the allocation of rights in different cultures and over time, why women's rights have typically been more limited and why most societies have traditionally favored males in the allocation of resources.