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Qsun: an open-source platform towards practical quantum machine learning applications

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

Differentiable programming of isometric tensor networks

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems *

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (2)

Fully Bayesian estimation of virtual brain parameters with self-tuning Hamiltonian Monte Carlo

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (3)

Boost invariant polynomials for efficient jet tagging

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Active particles using reinforcement learning to navigate in complex motility landscapes

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Near-optimal control of dynamical systems with neural ordinary differential equations

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Decoupled coordinates for machine learning-based molecular fragment linking

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

Training neural networks using Metropolis Monte Carlo and an adaptive variant

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Physics-based representations for machine learning properties of chemical reactions

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Chemformer: a pre-trained transformer for computational chemistry

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

Interaction decompositions for tensor network regression

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Mutual information scaling for tensor network machine learning

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

Robust and scalable uncertainty estimation with conformal prediction for machine-learned interatomic potentials

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (4)

Inferring dark matter substructure with astrometric lensing beyond the power spectrum

期刊： MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2022; 3 (1)

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