Search Results for author: Oliver Knitter

Found 2 papers, 0 papers with code

Toward Neural Network Simulation of Variational Quantum Algorithms

no code implementations5 Nov 2022 Oliver Knitter, James Stokes, Shravan Veerapaneni

Variational quantum algorithms (VQAs) utilize a hybrid quantum-classical architecture to recast problems of high-dimensional linear algebra as ones of stochastic optimization.

Neural Network simulation Stochastic Optimization +1

Meta Variational Monte Carlo

no code implementations20 Nov 2020 Tianchen Zhao, James Stokes, Oliver Knitter, Brian Chen, Shravan Veerapaneni

An identification is found between meta-learning and the problem of determining the ground state of a randomly generated Hamiltonian drawn from a known ensemble.

Meta-Learning Variational Monte Carlo

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