Recent advances for quantum neural networks in generative learning
Quantum computers are next-generation devices that hold promise to perform calculations
beyond the reach of classical computers. A leading method towards achieving this goal is …
beyond the reach of classical computers. A leading method towards achieving this goal is …
Complex Langevin and other approaches to the sign problem in quantum many-body physics
We review the theory and applications of complex stochastic quantization to the quantum
many-body problem. Along the way, we present a brief overview of a number of ideas that …
many-body problem. Along the way, we present a brief overview of a number of ideas that …
Machine learning quantum phases of matter beyond the fermion sign problem
State-of-the-art machine learning techniques promise to become a powerful tool in statistical
mechanics via their capacity to distinguish different phases of matter in an automated way …
mechanics via their capacity to distinguish different phases of matter in an automated way …
Quantum critical points and the sign problem
The “sign problem”(SP) is a fundamental limitation to simulations of strongly correlated
matter. It is often argued that the SP is not intrinsic to the physics of particular Hamiltonians …
matter. It is often argued that the SP is not intrinsic to the physics of particular Hamiltonians …
Towards quantum computing phase diagrams of gauge theories with thermal pure quantum states
The phase diagram of strong interactions in nature at finite temperature and chemical
potential remains largely theoretically unexplored due to inadequacy of Monte-Carlo–based …
potential remains largely theoretically unexplored due to inadequacy of Monte-Carlo–based …
Fermionic Monte Carlo study of a realistic model of twisted bilayer graphene
The rich phenomenology of twisted bilayer graphene (TBG) near the magic angle is
believed to arise from electron correlations in topological flat bands. An unbiased approach …
believed to arise from electron correlations in topological flat bands. An unbiased approach …
Variational quantum Boltzmann machines
This work presents a novel realization approach to quantum Boltzmann machines (QBMs).
The preparation of the required Gibbs states, as well as the evaluation of the loss function's …
The preparation of the required Gibbs states, as well as the evaluation of the loss function's …
Non-hermitian strongly interacting Dirac fermions
Exotic quantum phases and phase transition in the strongly interacting Dirac systems have
attracted tremendous interests. On the other hand, non-Hermitian physics, usually …
attracted tremendous interests. On the other hand, non-Hermitian physics, usually …
Body-Centered Orthorhombic : A Novel Topological Node-Line Semimetal
We identify by ab initio calculations a novel topological semimetal carbon phase in all-sp 2
bonding networks with a 16-atom body-centered orthorhombic unit cell, termed bco-C 16 …
bonding networks with a 16-atom body-centered orthorhombic unit cell, termed bco-C 16 …
Ising nematic quantum critical point in a metal: A Monte Carlo study
The Ising nematic quantum critical point associated with the zero-temperature transition from
a symmetric to a nematic metal is an exemplar of metallic quantum criticality. We carry out a …
a symmetric to a nematic metal is an exemplar of metallic quantum criticality. We carry out a …