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Empowering deep neural quantum states through efficient optimization
Computing the ground state of interacting quantum matter is a long-standing challenge, especially for complex two-dimensional systems. …
Ao Chen, Markus Heyl
Code Slides DOI
Empowering deep neural quantum states through efficient optimization
Neural Network Evolution Strategy for Solving Quantum Sign Structures
Feed-forward neural networks are a novel class of variational wave functions for correlated many-body quantum systems. Here, we propose …
Ao Chen, Kenny Choo, Nikita Astrakhantsev, Titus Neupert
DOI
Neural Network Evolution Strategy for Solving Quantum Sign Structures
Broken-symmetry ground states of the Heisenberg model on the pyrochlore lattice
The spin-1/2 Heisenberg model on the pyrochlore lattice is an iconic frustrated three-dimensional spin system with a rich phase …
Nikita Astrakhantsev, Tom Westerhout, Apoorv Tiwari, Kenny Choo, Ao Chen, Mark H. Fischer, Giuseppe Carleo, Titus Neupert
DOI
Broken-symmetry ground states of the Heisenberg model on the pyrochlore lattice
Homeostasis and systematic ageing as non-equilibrium phase transitions in computational multicellular organizations
Being a fatal threat to life, the breakdown of homeostasis in tissues is believed to involve multiscale factors ranging from the …
Yuting Lou, Ao Chen, Erika Yoshida, Yu Chen
DOI
Homeostasis and systematic ageing as non-equilibrium phase transitions in computational multicellular organizations