Tony Lelievre (DDMCS@Turing): Coarse-graining stochastic dynamics
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems
Greg Pavliotis (DDMCS@Turing): Phase transitions for mean field limits of noisy interacting agents
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems
Data-Driven Control: The Goal of Balanced Model Reduction
In this lecture, we discuss the overarching goal of balanced model reduction: Identifying key states that are most jointly controllable and observable, to capture the most input—output energy. https://www.eigensteve.com/
From playlist Data-Driven Control with Machine Learning
Reactive Systems use a high-performance software architecture. They are resilient under stress, and their reactive design allows them to scale elastically to meet demand. The reactive design approach allows the creation of more complex, more flexible systems and forms the basis for some of
From playlist Software Engineering
Sebastian Reich (DDMCS@Turing): Learning models by making them interact
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems
(ML 13.3) Directed graphical models - formalism (part 1)
Definition of a directed graphical model, or more precisely, what it means for a distribution to respect a directed acyclic graph.
From playlist Machine Learning
(ML 13.4) Directed graphical models - formalism (part 2)
Definition of a directed graphical model, or more precisely, what it means for a distribution to respect a directed acyclic graph.
From playlist Machine Learning
Linear regression is a cornerstone of data-driven modeling; here we show how the SVD can be used for linear regression. Book PDF: http://databookuw.com/databook.pdf Book Website: http://databookuw.com These lectures follow Chapter 1 from: "Data-Driven Science and Engineering: Machine L
From playlist Data-Driven Science and Engineering
Activity Driven Transport in Harmonic Chains by Urna Basu
DISCUSSION MEETING : STATISTICAL PHYSICS OF COMPLEX SYSTEMS ORGANIZERS : Sumedha (NISER, India), Abhishek Dhar (ICTS-TIFR, India), Satya Majumdar (University of Paris-Saclay, France), R Rajesh (IMSc, India), Sanjib Sabhapandit (RRI, India) and Tridib Sadhu (TIFR, India) DATE : 19 December
From playlist Statistical Physics of Complex Systems - 2022
Universal features of current fluctuations of driven and active systems by Udo Seifert
Stochastic Thermodynamics, Active Matter and Driven Systems DATE: 07 August 2017 to 11 August 2017 VENUE: Ramanujan Lecture Hall, ICTS Bangalore. Stochastic Thermodynamics and Active Systems are areas in statistical physics which have recently attracted a lot of attention and many intere
From playlist Stochastic Thermodynamics, Active Matter and Driven Systems - 2017
Distributions and Fluctuations in single file processes by Anupam Kundu
Stochastic Thermodynamics, Active Matter and Driven Systems DATE: 07 August 2017 to 11 August 2017 VENUE: Ramanujan Lecture Hall, ICTS Bangalore. Stochastic Thermodynamics and Active Systems are areas in statistical physics which have recently attracted a lot of attention and many intere
From playlist Stochastic Thermodynamics, Active Matter and Driven Systems - 2017
Entropy production and linear response in active Brownian particles by Debasish Chaudhuri
Stochastic Thermodynamics, Active Matter and Driven Systems DATE: 07 August 2017 to 11 August 2017 VENUE: Ramanujan Lecture Hall, ICTS Bangalore. Stochastic Thermodynamics and Active Systems are areas in statistical physics which have recently attracted a lot of attention and many intere
From playlist Stochastic Thermodynamics, Active Matter and Driven Systems - 2017
Stanford Seminar - Entrepreneurship in India: Its Current and Future Impact on Competitiveness
"Entrepreneurship in India: Its Current and Future Impact on Competitiveness" - Amit Kapoor, India Council on Competitiveness This lecture series presented by the US-Japan Technology Management Center and the US-Asia Technology Management Center explores patterns and challenges of entrepr
From playlist Leadership & Management
Stanford Seminar - Interactive Autonomy: A Human-Centered Approach for Safe Interactions
EE380: Computer Systems Colloquium Seminar Interactive Autonomy: A Human-Centered Approach for Safe Interactions Speaker: Dorsa Sadigh, Electrical Engineering & Computer Science, Stanford University Today's society is rapidly advancing towards robotics systems that interact and collaborat
From playlist Stanford EE380-Colloquium on Computer Systems - Seminar Series
Queues and large deviations in stochastic models of gene expression by Rahul Kulkarni
Large deviation theory in statistical physics: Recent advances and future challenges DATE: 14 August 2017 to 13 October 2017 VENUE: Madhava Lecture Hall, ICTS, Bengaluru Large deviation theory made its way into statistical physics as a mathematical framework for studying equilibrium syst
From playlist Large deviation theory in statistical physics: Recent advances and future challenges
Thierry Goudon - A PDE model describing the immune cells-tumor growth interactions
We introduce a mathematical model intended to describe by means of a system of partial differential equations the early stages of the interactions between effector immune cells and tumor cells. The model is structured in size and space: on the one hand the tumor development is governed by
From playlist Workshop "Tissue growth and movement" - 10-14 January 2022
Angular Live - 4 | Angular Forms Tutorial For Beginners | Angular Training | Edureka
🔥Edureka Angular 8 Certification Training: https://www.edureka.co/angular-training This Edureka "Angular Forms" video will help you learn about the Reactive and Template-driven forms of Angular. 🔹Angular 8 Tutorial: https://www.youtube.com/watch?v=pTec1e8oyc8 🔹Angular Blog List: https://
From playlist Edureka Live Classes 2020
Second SIAM Activity Group on FME Virtual Talk
This is the second in a series of online talks on topics related to mathematical finance and engineering. The series is organized by the SIAM Activity Group on Financial Mathematics and Engineering. Title: A Data-driven Market Simulator for Small Data Environments Abstract: In this talk w
From playlist SIAM Activity Group on FME Virtual Talk Series
Jonathan Weare (DDMCS@Turing): Stratification for Markov Chain Monte Carlo
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems