YoVDO

Tensor Random Fields in Mechanics - Rothschild Lecture

Offered By: Isaac Newton Institute for Mathematical Sciences via YouTube

Tags

Correlation Functions Courses Fractal Geometry Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore tensor random fields in mechanics through this comprehensive lecture by Professor Martin Ostoja-Starzewski from the University of Illinois at Urbana-Champaign. Delve into the limitations of deterministic models in continuum mechanics and discover how probabilistic models like stochastic partial differential equations and stochastic finite elements incorporate tensor-valued random fields. Examine explicit representations of correlation functions for tensor random fields of various ranks and learn how governing equations in continuum theories constrain these correlation functions. Investigate the extension of this approach to stochastic micropolar theories and the determination of correlation functions for constitutive properties through experiments. Explore the generalization to tensor random fields with fractal and Hurst characteristics, focusing on Cauchy and Dagum models. Gain insights into applications in vibration problems, elastodynamics, fracture, homogenization of random media, and contact mechanics.

Syllabus

Date: 19 July 2023 - 16:00 to


Taught by

Isaac Newton Institute for Mathematical Sciences

Related Courses

Applied Time-Series Analysis
Indian Institute of Technology Madras via Swayam
Atomic and Optical Physics: Quantum States and Dynamics of Photons
Massachusetts Institute of Technology via edX
Path Integral and functional methods in quantum field theory
Indian Institute of Technology Bombay via Swayam
Introduction To Quantum Field Theory(Theory Of Scalar Fields)
IIT Hyderabad via Swayam
Introduction to Lattice and Neutrino Cross Sections - Andre Walker Loud
Kavli Institute for Theoretical Physics via YouTube