Data-Driven Control: Linear System Identification
Overview lecture on linear system identification and model reduction. This lecture discusses how we obtain reduced-order models from data that optimally ...
Steve Brunton
Jacobi's Iterations for Linear Equations | Programming Numerical Methods in MATLAB
Download the MATLAB code file from: https://goo.gl/9gMtqL For more methods and codes: https://goo.gl/uEoGuJ In this tutorial, the procedure, algorithm and ...
mechtutor com
Emily Gorcenski - Polynomial Chaos: A technique for modeling uncertainty
Description Parametric uncertainty is broadly difficult to quantify. In particular, when those parameters don't fit nice distributions it can be hard to generate ...
PyData
Data Driven Discovery of Dynamical Systems and PDEs
This video highlights recent innovations in data-driven model discovery for differential and partial differential equation systems. This work is largely in ...
Nathan Kutz
Lec 2 | MIT Finite Element Procedures for Solids and Structures, Linear Analysis
Lecture 2: Analysis of continuous systems Instructor: Klaus-Jürgen Bathe View the complete course: http://ocw.mit.edu/RES2-002S10 License: Creative ...
MIT OpenCourseWare
Ch07n1: Systems of Non-linear Equations; Fixed Point iterations.
Systems of Non-linear Equations; Fixed Point iterations. Numerical Computation, chapter 7, additional video no 1. To be viewed after the regular videos of ...
wenshenpsu
Patrick Gerard: Singular value dynamics and nonlinear Fourier transform for Hankel operators on the
The lecture was held within the framework of the Hausdorff Trimester Program Harmonic Analysis and Partial Differential Equations. 14.7.2014.
Hausdorff Center for Mathematics
Chebfun
Chebfun is a Matlab-based open-source software project for "numerical computing with functions" based on algorithms related to Chebyshev polynomials.
Society for Industrial and Applied Mathematics
8. Time Series Analysis I
MIT 18.S096 Topics in Mathematics with Applications in Finance, Fall 2013 View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Peter ...
MIT OpenCourseWare
JuliaCon 2018 | Solving Partial Differential Equations with Julia | Chris Rackauckas
Climate scientists solve fluid dynamics PDEs. Biologists solve reaction-diffusion PDEs. Economists solve optimal control PDEs. But solving PDEs is hard! Where ...
The Julia Programming Language
Mod-01 Lec-48 Methods for Solving System of Differential Algebraic Equations
Advanced Numerical Analysis by Prof. Sachin C. Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Boumediene Hamzi: "Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces"
Machine Learning for Physics and the Physics of Learning 2019 Workshop III: Validation and Guarantees in Learning Physical Models: from Patterns to ...
Institute for Pure & Applied Mathematics (IPAM)
10. Feedback and Control
MIT MIT 6.003 Signals and Systems, Fall 2011 View the complete course: http://ocw.mit.edu/6-003F11 Instructor: Dennis Freeman License: Creative Commons ...
MIT OpenCourseWare
J. Nathan Kutz: "Coordinates, governing equations and limits of model discovery"
Machine Learning for Physics and the Physics of Learning 2019 Workshop II: Interpretable Learning in Physical Sciences "Coordinates, governing equations ...
Institute for Pure & Applied Mathematics (IPAM)
Solving Non linear and Parametric Engineering Problems Using Symbolic Computation
For more information, visit us at: http://www.maplesoft.com/products/Maple/?ref=youtube This session provided a detailed look into the use of Maple for solving ...
Maplesoft
John Tsitsiklis -- Reinforcement Learning
John Tsitsiklis, Clarence J Lebel Professor of Electrical Engineering and Computer Science & Director of Laboratory for Information and Decision Systems ...
MIT Institute for Data, Systems, and Society
Modulation Spaces and Applications to Hartree-Fock Equations by Divyang Bhimani
We discuss some ongoing interest (since last decade) in use of modulation spaces in harmonic analysis and its connection to nonlinear dispersive equations.
International Centre for Theoretical Sciences
Mod-01 Lec-02 Critical points of a dynamical system
Topics in Nonlinear Dynamics by Prof. V. Balakrishnan,Department of Physics,IIT Madras.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Non-perturbative Studies of JT Gravity and Supergravity using Minimal Strings - Clifford V. Johnson
High Energy Theory Seminar Topic: Non-perturbative Studies of JT Gravity and Supergravity using Minimal Strings Speaker: Clifford V. Johnson Affiliation: ...
Institute for Advanced Study
Twisted M-theory and Holography - Davide Gaiotto
High Energy Theory Seminar Topic: Twisted M-theory and Holography Speaker: Davide Gaiotto Affiliation: Perimeter Institute Date: April 27, 2020 For more ...
Institute for Advanced Study
SUNDIALS: Suite of Nonlinear & Differential/Algebraic Equation Solvers | C. Woodward, LLNL
Slides for this presentation can be viewed here: http://extremecomputingtraining.anl.gov/files/2014/01/fastmath-sundials_atpesc-08-2014.pdf Presented at the ...
ANL Training
Mod-01 Lec-23 Nonlinear programming with equality constraint
Optimization by Prof. A. Goswami & Dr. Debjani Chakraborty,Department of Mathematics,IIT Kharagpur.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Maximal regularity for parabolic evolution equations Lecture 1
Prof. Robert Denk from University of Konstanz gave a talk entitled "Maximal regularity for parabolic evolution equations Lecture 1: Lp-Sobolev spaces and ...
Tohoku University
The nonlinear stability of the Schwarzschild metric without symmetry - Mihalis Dafermos
Analysis - Mathematical Physics Topic: The nonlinear stability of the Schwarzschild metric without symmetry Speaker: Mihalis Dafermos Affiliation: Princeton ...
Institute for Advanced Study
Jean Michel BISMUT - Fokker-Planck Operators and the Center of the Enveloping Algebra
The heat equation method in index theory gives an explicit local formula for the index of a Dirac operator. Its Lagrangian counterpart involves supersymmetric ...
Institut des Hautes Études Scientifiques (IHÉS)
Solving Systems of Nonlinear Algebraic Equations in Matlab
This video demonstrates how to solve nonlinear systems of equations in matlab. It is similar to root finding, but for multiple variables. The video can also be ...
Jake Blanchard
How Distortion from Nonlinear Massive MIMO Transceivers is Radiated Spatially
This talk explains how the nonlinear distortion from Massive MIMO transceivers is radiations in space. The speaker is Christopher Mollén, Ph.D., Linköping ...
Communication Systems
Linear model for chaotic Lorenz system [HAVOK]
In this short video, we describe how the chaotic Lorenz system may be modeled with a sparse, integer-valued, skew-symmetric, linear system. This is based on ...
Steve Brunton
02417 Lecture 5 part B: Linear stochastic process
This is part of the course 02417 Time Series Analysis as it was given in the fall of 2017 and spring 2018. The full playlist is here: ...
Lasse Engbo Christiansen
Walter CRAIG - Birkhoff normal form for nonlinear wave equations
Many theorems on global existence of small amplitude solutions of nonlinear wave equations in ${\mathbb R}^n$ depend upon a competition between the time ...
Institut des Hautes Études Scientifiques (IHÉS)
Nonlinear Discrete System Control Part VI_Dr. Sira Ramirez
Active Disturbance Rejection Control
SUNDIALS: Suite of Nonlinear & Differential Algebraic Equation Solvers | Carol Woodward, LLNL
Presented at the Argonne Training Program on Extreme-Scale Computing, Summer 2016. Slides for this presentation are available here: ...
ANL Training
Applications of analysis to fractional differential equations
I show how to apply theorems from analysis to fractional differential equations. The ideas feature the Arzela-Ascoli theorem and Weierstrass' approximation ...
Dr Chris Tisdell
Frank Kschischang | Fiber-Optic Communication
Special Lecture Series: CSP Seminar Sponsoring Department: ECE (http://ece.umich.edu/) Lecture Title: Fiber-Optic Communication via the Nonlinear Fourier ...
University of Michigan Engineering
NM10 4 Finite Difference Method nonlinear
Eric Davishahl
Koopman Spectral Analysis (Overview)
In this video, we introduce Koopman operator theory for dynamical systems. The Koopman operator was introduced in 1931, but has experienced renewed ...
Steve Brunton
Jean Bourgain’s Work in the Study of Dispersive Equations - Gigliola Staffilani
Honoring the Life and Work of Jean Bourgain Topic: The Lasting Influence of Jean Bourgain's Work in the Study of Dispersive Equations Speaker: Gigliola ...
Institute for Advanced Study
Solving system of linear equations using linsolve in MATLAB
In this video tutorial, “Solving system of linear equations” has been reviewed and implemented using linsolve in MATLAB. For more information and download ...
Yarpiz
Representing functions and solving differential equations| Benet & Sanders
Representing functions and solving differential equations rigorously with Taylor models: We approximate a function rigorously with Julia: find a Taylor series that ...
The Julia Programming Language
Lec-47 State-Variable Equations
Lecture Series on Control Engineering by Prof. S.D. Agashe, Department of Electrical Engineering,IIT Bombay. For more details on NPTEL visit ...
nptelhrd
Linear Algebra 19u: The Derivative Operator Is Defective
This course is on Lemma: http://lem.ma Lemma looking for developers: http://lem.ma/jobs Other than http://lem.ma, I recommend Strang http://bit.ly/StrangYT, ...
MathTheBeautiful
TDT09: Nonlinear Loads on Transmission Lines
Discussion of how to solve voltages and currents on transmission lines with nonlinear loads. Demonstration of a chaotic transmission line system.
Greg Durgin
