Workshop on Non-equilibrium Systems and Machine Learning

March 17-18, 2021

Program

[17-Mar]

14:30-15:15

David Lin / Phase structure and real-time dynamics of 1+1 dimensional massive Thirring model from matrix product states


15:15-16:00

Hsiu-Chuan Hsu / Disorder induced topological phases


16:30-17:30

Ian McCulloch / Anyon dynamics with matrix product states


17:30-18:15

Po-Yao Chang / Entanglement probes in non-equilibrium quantum systems


[18-Mar]

9:00-9:45

Roger Melko / Reconstructing quantum states with generative models


9:45-10:30

Akio Tomiya / Applications of Machine Learning in Theoretical Physics





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