Road to conquer the hardness - solving hard computational problems with generic tensor networks

Time:2022-08-23 13:30-15:00 Tue

Venue:Zoom 427 154 2002(PW: BIMSA)


Speaker: Jinguo Liu Harvard University and Hong Kong University of Science and Technology


I will introduce a tensor network-based method to compute the solution space properties of a broad class of combinatorial optimization problems (e.g. spin glasses and hard core lattice gases). These properties include finding one of the optimum solutions, counting the number of solutions of a given size, and enumeration and sampling of solutions of a given size. Using the hard core lattice gas as an example, I will demonstrate how the solution space properties can deepen our understanding, and help design better quantum algorithms.

DATEAugust 22, 2022
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