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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
A Kaczmarz-inspired approach to accelerate the optimization of neural network wavefunctionsCode1
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte CarloCode1
Towards a Foundation Model for Neural Network WavefunctionsCode1
Variational Monte Carlo Approach to Partial Differential Equations with Neural NetworksCode1
NetKet 3: Machine Learning Toolbox for Many-Body Quantum SystemsCode1
Explicitly antisymmetrized neural network layers for variational Monte Carlo simulationCode1
Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave FunctionsCode1
Autoregressive neural-network wavefunctions for ab initio quantum chemistryCode1
Solving Statistical Mechanics Using Variational Autoregressive NetworksCode1
Spectral Inference Networks: Unifying Deep and Spectral LearningCode1
DeepQuark: deep-neural-network approach to multiquark bound states—0
Hyperbolic recurrent neural network as the first type of non-Euclidean neural quantum state ansatzCode0
Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization—0
Accurate Ab-initio Neural-network Solutions to Large-Scale Electronic Structure Problems—0
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation—0
Is attention all you need to solve the correlated electron problem?—0
Generalized Lanczos method for systematic optimization of neural-network quantum states—0
Retentive Neural Quantum States: Efficient Ansätze for Ab Initio Quantum Chemistry—0
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation—0
Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equationCode0
Open-Source Fermionic Neural Networks with Ionic Charge Initialization—0
Pairing-based graph neural network for simulating quantum materials—0
Neural-network quantum state study of the long-range antiferromagnetic Ising chain—0
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