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16 940: Numerical Methods for Stochastic Modeling and Inference
3.00 Credits
Massachusetts Institute of Technology
Advanced introduction to numerical methods for treating uncertainty in computational simulation. Draws examples from a range of engineering and science applications, emphasizing systems governed by ordinary and partial differential equations. Uncertainty propagation and assessment: Monte Carlo methods, variance reduction, sensitivity analysis, adjoint methods, polynomial chaos and Karhunen-Loeve expansions, and stochastic Galerkin and collocation methods. Interaction of models with observational data, from the perspective of statistical inference: Bayesian parameter estimation, statistical regularization, Markov chain Monte Carlo, sequential data assimilation and filtering, and model selection.
Prerequisite:
Prereq: 16.920, 6.431; or permission of instructor
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16 940 - Numerical Methods for Stochastic Modeling and Inference
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16 980: Advanced Project
0.00 - 6.00 Credits
Massachusetts Institute of Technology
No course description available.
Prerequisite:
Prereq: Permission of instructor
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16 980 - Advanced Project
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16 981: Advanced Project
0.00 - 6.00 Credits
Massachusetts Institute of Technology
Study, original investigation, or lab project work by qualified students. Topics selected in consultation with instructor.
Prerequisite:
Prereq: Permission of instructor
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16 981 - Advanced Project
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16 984: Seminar
2.00 Credits
Massachusetts Institute of Technology
Discussion of current interest topics by staff and guest speakers. Restricted to Course XVI students.
Prerequisite:
Prereq: None
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16 984 - Seminar
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16 985J: Global Operations Leadership Seminar
0.00 - 6.00 Credits
Massachusetts Institute of Technology
Integrative forum in which worldwide leaders in business, finance, government, sports, and education share their experiences and insights with students aspiring to run global operations. Students play a large role in managing the seminar. Preference to LGO students.
Prerequisite:
Prereq: None
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16 985J - Global Operations Leadership Seminar
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16 EPE: UPOP Summer Practice Experience
0.00 Credits
Massachusetts Institute of Technology
Immerses engineering sophomores in the world of professional engineering experience by providing guided instruction in all aspects of the job acquisition process. Students complete a 10-12 week internship assignment during the summer, which includes maintaining a structured journal of observations and experiences, meeting with UPOP staff members, writing essays, and completing a self-evaluation. May be repeated twice for credit; Spring term can be taken only in conjunction with Fall term.
Prerequisite:
Prereq: 2.EPW or permission of instructor
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16 EPE - UPOP Summer Practice Experience
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16 EPR: UPOP Reflective Learning Experience
0.00 Credits
Massachusetts Institute of Technology
Reflective learning experiences for engineering juniors that serve as the culmination of their sophomore year in the UPOP program. Students review their internship experiences through written and oral presentations and receive small-group and individualized coaching to reinforce the cognitive link between all aspects of the UPOP experience and their disciplinary field of study.
Prerequisite:
Prereq: 2.EPE or permission of instructor
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16 EPR - UPOP Reflective Learning Experience
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16 EPW: UPOP IAP Workshop
3.00 Credits
Massachusetts Institute of Technology
Introduction to professional development skills for engineering practice. Experiential learning modules prepare sophomores for success in summer internship and beyond. Faculty and senior engineering professionals recruited from industry guide teams through learning activities, which include creative simulations, team competitions, oral presentations, and group problem-solving. Enrollment limited.
Prerequisite:
Prereq: None
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16 EPW - UPOP IAP Workshop
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16 S198: Advanced Special Subject in Mechanics and Physics of Fluids
0.00 - 6.00 Credits
Massachusetts Institute of Technology
Organized lecture or laboratory subject consisting of material not available in regularly scheduled fluids subjects.
Prerequisite:
Prereq: Permission of instructor
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16 S198 - Advanced Special Subject in Mechanics and Physics of Fluids
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16 S199: Advanced Special Subject in Mechanics and Physics of Fluids
0.00 - 6.00 Credits
Massachusetts Institute of Technology
Organized lecture or laboratory subject consisting of material not available in regularly scheduled fluids subjects.
Prerequisite:
Prereq: Permission of instructor
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16 S199 - Advanced Special Subject in Mechanics and Physics of Fluids
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