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Francesco Alesiani

Fast, Modular, and Differentiable Framework for Machine Learning-Enhanced Molecular Simulations

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Mar 26, 2025
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Geometric Kolmogorov-Arnold Superposition Theorem

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Feb 23, 2025
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Adaptive Width Neural Networks

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Jan 27, 2025
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Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad

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Nov 14, 2024
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Graph Reasoning Networks

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Jul 08, 2024
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Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing

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May 23, 2024
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Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching

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Dec 27, 2023
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Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

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Dec 03, 2023
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Continual Invariant Risk Minimization

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Oct 21, 2023
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Self-Tuning Hamiltonian Monte Carlo for Accelerated Sampling

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Sep 24, 2023
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