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New Approaches in Simulation of Transition Paths - IPAM at UCLA

Offered By: Institute for Pure & Applied Mathematics (IPAM) via YouTube

Tags

Tensor Networks Courses Partial Differential Equations Courses Molecular Dynamics Courses Computational Chemistry Courses Generative Modeling Courses

Course Description

Overview

Explore new approaches in simulating transition paths in this 48-minute conference talk presented by Yuehaw Khoo from the University of Chicago at IPAM's Cryo-Electron Microscopy and Beyond Workshop. Delve into the application of tensor methods for compressing high-dimensional functions in partial differential equations (PDE), with a focus on simulating transition processes between metastable states in chemistry applications, such as molecular dynamics. Discover a novel generative modeling procedure using tensor-network without optimization. Gain insights into cutting-edge techniques that advance the field of computational chemistry and molecular simulation.

Syllabus

Yuehaw Khoo - New approaches in simulation of transition paths - IPAM at UCLA


Taught by

Institute for Pure & Applied Mathematics (IPAM)

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