Revisiting the Classics: Turning Old Ideas into New Methods with Tensor Networks
Offered By: Institute for Advanced Study via YouTube
Course Description
Overview
Explore the intersection of classic computational approaches and modern tensor network methods in this conference talk by Miles Stoudenmire from the Flatiron Institute. Delve into how combining the Bethe approximation, quantum Fourier transform, and tensor networks can tackle high-dimensional problems previously considered intractable. Learn about groundbreaking applications in solving complex differential equations, simulating quantum circuits, and modeling dynamics on 2D and 3D lattices. Gain insights into the synergy between established ideas and cutting-edge techniques that are revolutionizing computational problem-solving across various scientific domains.
Syllabus
Revisiting the Classics: Turning Old Ideas into New Methods with Tensor Networks - Miles Stoudenmire
Taught by
Institute for Advanced Study
Related Courses
Scientific ComputingUniversity of Washington via Coursera Differential Equations in Action
Udacity Initiation à la théorie des distributions
École Polytechnique via Coursera Everything is the Same: Modeling Engineered Systems
Northwestern University via Coursera Analyse numérique pour ingénieurs
École Polytechnique Fédérale de Lausanne via Coursera