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Variational Monte Carlo

Variational methods for quantum physics

Papers

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Showing 1–25 of 55 papers

TitleStatusHype
Transferable Neural Wavefunctions for SolidsCode2
Accurate Computation of Quantum Excited States with Neural NetworksCode2
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte CarloCode1
Solving Statistical Mechanics Using Variational Autoregressive NetworksCode1
Explicitly antisymmetrized neural network layers for variational Monte Carlo simulationCode1
Variational Monte Carlo Approach to Partial Differential Equations with Neural NetworksCode1
Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave FunctionsCode1
Spectral Inference Networks: Unifying Deep and Spectral LearningCode1
A Kaczmarz-inspired approach to accelerate the optimization of neural network wavefunctionsCode1
NetKet 3: Machine Learning Toolbox for Many-Body Quantum SystemsCode1
Autoregressive neural-network wavefunctions for ab initio quantum chemistryCode1
Towards a Foundation Model for Neural Network WavefunctionsCode1
Unbiased Monte Carlo Cluster Updates with Autoregressive Neural NetworksCode0
Variational Monte Carlo on a Budget -- Fine-tuning pre-trained Neural WavefunctionsCode0
Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equationCode0
Streaming Variational Monte CarloCode0
Deep autoregressive models for the efficient variational simulation of many-body quantum systemsCode0
Variational optimization of the amplitude of neural-network quantum many-body ground statesCode0
Convergence to the fixed-node limit in deep variational Monte CarloCode0
From Tensor Network Quantum States to Tensorial Recurrent Neural NetworksCode0
Discovering Quantum Phase Transitions with Fermionic Neural NetworksCode0
Hyperbolic recurrent neural network as the first type of non-Euclidean neural quantum state ansatzCode0
Continuous-variable neural-network quantum states and the quantum rotor modelCode0
Natural evolution strategies and variational Monte CarloCode0
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation—0
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