Prerequisites: multi-variable differential calculus, linear algebra and basic real analysis. Introduction to the mathematical techniques needed for the study of economics and econometric methods. Topics include the vector spaces, Hilbert spaces, Banach spaces, linear transformations; optimization theory, and linear differential and difference equations.
This course is designed to introduce the student to key debates in the study of societies marked by the centrality of settler-native relations: We shall focus on four key debates: (a) how to conceptualize extreme violence, as criminal or political; (b) the relationship of perpetrators to beneficiaries; (c) the significance of human rights institutions, from the Nuremberg Court to the International Criminal Court to the question of decolonization: and (d) the making of a political community of survivors after catastrophe. The class will be organized around several case studies: (a) Ireland; (b) the Americas; (c) Haiti; (d) Australia; (e) the Nuremberg Court; (f) South Africa; and (g) Israel / Palestine.
Corequisites: ECON G6410 and the director of graduate studies' permission. Introduction to probability theory and statistical inference.
Introduction to Ethnomusicology: the history of the discipline and the evolution of theories and methods. G6412, Proseminar in Ethnomusicology II: Contemporary Ethnography is offered Fall 2012.
Electro-optics: principles; electro-optics of liquid crystals and photo-refractive materials. Nonlinear optics: second-order nonlinear optics; third-order nonlinear optics; pulse propagation and solitons. Acousto-optics: interaction of light and sound; acousto-optic devices. Photonic switching and computing: photonic switches; all-optical switches; bistable optical devices. Introduction to fiber-optic communications: components of the fiber-optic link; modulation, multiplexing and coupling; system performance; receiver sensitivity; coherent optical communications.
This is the first course of the second year PhD econometrics sequence with emphasis on both economic applications and computationally intense methods for analysis of large and/or complex models. Students can attend the whole sequence or only one of them. While the details of the econometric techniques will be discussed extensively, the core and focus of the course is on the applications of these techniques to the study of actual data. Students will be practiced in econometric methods through computer-based exercises.
Prerequisites: Students should have a good understanding of graduate econometrics and should have taken ECON G6411 and G6412.
Analysis of stress and strain. Formulation of the problem of elastic equilibrium. Torsion and flexure of prismatic bars. Problems in stress concentration, rotating disks, shrink fits, and curved beams; pressure vessels, contact and impact of elastic bodies, thermal stresses, propagation of elastic waves.
An introduction to fundamental concepts of quantum optics and quantum electrodynamics with an emphasis on applications in nanophotonic devices. The quantization of the electromagnetic field; coherent and squeezed states of light; interaction between light and electrons in the language of quantum electrodynamics (QED); optical resonators and cavity QED; low-threshold lasers; and entangled states of light.
Prerequisites: A4404: or the instructor's permission Discussion of major issues in transportation at several levels, from national to local, and covering the economic, political, and social implications of decision-making in transportation. Current topics and case studies are investigated.\n \n
Prerequisites: (ECON GR6211 and ECON GR6212 and ECON GR6215 and ECON GR6216 and ECON GR6412 and ECON GR6411 and This course will provide an overview of current research on the economics of education. The course will pay special attention to: i) the use of credible research designs, and ii) the use of theory in evaluating the mechanisms that underlie the identied eects
Introduction to optical interconnects and interconnection networks for digital systems. Fundamental optical interconnects technologies, optical interconnection network design, characterization, and performance evaluation. Enabling photonic technologies including free-space structures, hybrid and monolithic integration platforms for photonic on-chip, chip-to-chip, backplane, and node-to-node interconnects, as well as photonic networks on-chip.
Prerequisites: Completion of 1st year graduate program in Economics, or the instructor's permission. The standard model of economic behavior describes a perfectly rational, self interested utility maximizer with unlimited cognitive resources. In many cases, this provides a good approximation to the types of behavior that economists are interested in. However, over the past 30 years, experimental and behavioral economists have documented ways in which the standard model is not just wrong, but is wrong in ways that are important for economic outcomes. Understanding these behaviors, and their implications, is one of the most exciting areas of current economic inquiry. This course will study three important topics within behavioral economics: Bounded rationality, temptation and self control and reference dependent preferences. It will draw on research from behavioral economics, experimental economics, decision theory, psychology and neuroscience in order to describe the models that have been developed to explain failures of the standard approach, the evidence in support of these models, and their economic implications.
Prerequisites: permission of the faculty member who will direct the teaching. Participation in ongoing teaching.
Selected advanced topics in smart electric energy. Content varies from year to year.
Selected advanced topics in smart electric energy. Content varies from year to year.
Selected advanced topics in smart electric energy. Content varies from year to year.
Prerequisites: ECON G6211, ECON G6212. Market Design is an emerging field in economics that attempts to devise a practical scheme for allocating scarce resources to individuals who value them. Its applications involve many important real life problems ranging from allocation of government resources such as public land, fishing/mineral rights, radio spectrum licenses, allocation of school choice and transplantable human organs, assignment of workers to jobs, to placement of advertising in Internet search engines. Mechanism design underpins the field as a general methodological framework, which is in turn operationalized by two branches of theories: 1) Auction Theory and 2) Matching Theory. The course will provide a guide through these theories and discusses a few applications along the way.
Prerequisites: permission of the departmental adviser to Graduate Studies.
This course will try to study the development of various aspects of theorization of the secular and the transformations of religion under modernity. It will be mainly based on close textual reading of important theoretical arguments representing important stages in the development of these arguments from the time of the Enlightenment to present day academic debates.
The first section will focus on the emergence of theories of a secular state in European philosophy starting with texts from Spinoza, Hobbes, and Hume. We shall also range over some ancillary texts that illustrate the nature of secularist arguments against religious beliefs and practices. The second section will concentrate on the development of the sociological tradition with focus on the works of Fustel de Coulanges, Max Weber and Ernst Troletsch. A short third section will focus on the establishment of religious studies as an academic discipline by looking at the works of a pioneer of this discipline: Wilfred Cantwell Smith. The fourth section will take up for reading and critical examination four different academic discussions in recent years: stemming from the work of Indian debates on secularism, from academic debates about the anthropology of religion, and especially studies of Islam started by the work of Talal Asad and responses it attracted. Finally, we shall take up critical works which revisit arguments from Weber by Charles Taylor and Hans Joas. The final weeks of the course will be devoted to conclusions drawn from these intersecting readings across historical time and space.
Nonlinear dynamics: Euler-Lagrange equations, Hamilton’s principle, variational calculus; nonlinear systems: fundamentals, examples, stability Notions, linear systems and linearization, frequency domain analysis, discrete time systems, absolute stability, input-to-state stabililty, control design: control Lyapunov functions, sliding mode control, control barrier functions; adaptive control: self-tuning regular, model reference adaptive control, feedback linearization, extremum seeking control, model predictive control, observer design: extended, unscented, and mixture model Kalman filters, moving horizon estimation, high-gain observers; repetitive processes: iterative learning control, learning-adaptive control, repetitive control; optimal control: continuous setting, discrete time setting, constrained optimal control, linear matrix inequality (LMI) constraints, dynamic programming and backward recursion.
This class explores advanced topics relating to the production of music by computer. Although programming experience is not a prerequisite, various programming techniques are enlisted to investigate interface design, algorithmic composition, computer analysis and processing of digital audio, and the use of computer music in contexts such as VR/AR applications. Check with the instructor for the particular focus of the class in an upcoming semester. Some familiarity with computer music hardware/software is expected. Permission of instructor is required to enroll.
Selected advanced topics in data-driven analysis and computation. Content varies from year to year, and different topics rotate through the course numbers 6690 to 6699.
Selected advanced topics in data-driven analysis and computation. Content varies from year to year, and different topics rotate through the course numbers 6690 to 6699.
Analytical approach to the design of (data) communication networks. Necessary tools for performance analysis and design of network protocols and algorithms. Practical engineering applications in layered Internet protocols in Data link layer, Network layer, and Transport layer. Review of relevant aspects of stochastic processes, control, and optimization.
Mathematical models, analyses of economics and networking interdependencies in the internet. Topics include microeconomics of pricing and regulations in communications industry, game theory in revenue allocations, ISP settlements, network externalities, two-sided markets. Economic principles in networking and network design, decentralized vs. centralized resource allocation, “price of anarchy,” congestion control. Case studies of topical internet issues. Societal and industry implications of internet evolution.
Further study of areas such as communication protocols and architectures, flow and congestion control in data networks, performance evaluation in integrated networks. Content varies from year to year, and different topics rotate through the course numbers 6770 to 6779.
Further study of areas such as communication protocols and architectures, flow and congestion control in data networks, performance evaluation in integrated networks. Content varies from year to year, and different topics rotate through the course numbers 6770 to 6779.
This course introduces the fundamental concepts and problems of international human rights law. What are the origins of modern human rights law? What is the substance of this law, who is obligated by it, and how is it enforced? The course will cover the major international human rights treaties and mechanisms and consider some of todays most significant human rights issues and controversies. While the topics are necessarily law-related, the course will assume no prior exposure to legal studies.
Advanced topics in signal processing, such as multidimensional signal processing, image feature extraction, image/video editing and indexing, advanced digital filter design, multirate signal processing, adaptive signal processing, and wave-form coding of signals. Content varies from year to year, and different topics rotate through the course numbers 6880 to 6889.
Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899. Topic: Big Data Analytics.
Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899.
Advanced topics spanning electrical engineering and computer science such as speech processing and recognition, image and multimedia content analysis, and other areas drawing on signal processing, information theory, machine learning, pattern recognition, and related topics. Content varies from year to year, and different topics rotate through the course numbers 6890 to 6899. Topic: Quantum Computing and Communication.
Prerequisites: Graduate student status, calculus, or instructor permission Priority given to first year PhD students in the Department of Earth and Environmental Sciences. Computing has become an indispensable tool for Earth Scientists. This course will introduce incoming DEES PhD students to modern computing software, programming tools and best practices that are broadly applicable to carrying out research in the Earth Sciences. This includes an introduction to Unix, programming in three commonly used languages (Python, MATLAB and Fortran), version control and data backup, tools for visualizing geoscience data and making maps. Students will learn the basics of high performance computing and big data analysis tools available on cluster computers. Student learning will be facilitated through a combination of lectures, in-class exercises, homework assignments and class projects. All topics will be taught through example datasets or problems from Earth Sciences. The course is designed to be accessible for Earth Science graduate students in any discipline.
Selected topics in electrical and computer engineering. Content varies from year to year, and different topics rotate through the course numbers 6900 to 6909.
Anyone who pursues a career as a college faculty member will teach writing—either formally, in a writing class, or informally, as we work with students who are new to our disciplines. However, many graduate students in the humanities have received no substantive training in the burgeoning field of writing studies. In English, career opportunities in writing studies have outpaced other field areas. The MLA’s 2016-2017 jobs list reported that 851 positions were advertised in English, 10% fewer than the previous year. Of those jobs, 217 were in writing studies, 187 were in British literature, and 172 were in American literature. Given that writing studies positions are also advertised elsewhere, the gap is likely larger. This seminar will explore key debates in writing studies research and teaching methodologies, program development, and disciplinary and institutional status. Writing studies is the newest name for “rhetoric and composition,” a field which declared its existence in the mid-1960s, and draws its praxes and theories from classical rhetoric, applied linguistics, cognitive and developmental psychology, literary criticism, civic education, creative writing, and progressive pedagogy. Scholarship in writing studies since the 1960s has sought to deepen our understanding of how transactions work among writers, readers, and texts. Writing studies prompts us to track how standards for “good” or “appropriate” academic writing change over time, and how the teaching of writing responds to social, political, institutional, and disciplinary forces. The readings in this course will help us to articulate our own philosophies of writing and shape approaches to pedagogy in our own fields. Topis will include the following: how writers develop; intellectual practices that foster community among learners; the ethics and politics of textual transactions, including assessment; students’ rights to their own language; literacy acquisition across media; working in transnational and translingual spaces; genre and rhetorical theory; fostering knowledge and skills transfer; the impact of intersectionality on pedagogy and program design; and labor justice. We will read works by foundational writing studies scholars including John Dewey, Wayne Booth, bell hooks, Victor Villaneuva, Jr. A. Suresh Canagarajah, and the current president of the Modern Language Association, Anne Ruggles Gere. Participants will have the opportunity to ask how writing studies can deepen the understanding of writing in our fields, regardless
This proposed course allows for a variety of potential advanced courses to be taught as part of the proposed concentration on control.
Provides students the opportunity to present work in progress or final drafts to other students and relevant faculty to receive guidance and feedback.
MRST Directed Readings, Independent study. Students should meet with the Program Director and Program Manager before registering for this course.
First part of two-term MA Thesis sequence for MRST MA Students.
Second part of two-term MA Thesis sequence for MRST MA Students.