Search Results for author: Luca Thiede

Found 3 papers, 0 papers with code

Sorting Out Quantum Monte Carlo

no code implementations9 Nov 2023 Jack Richter-Powell, Luca Thiede, Alán Asparu-Guzik, David Duvenaud

Molecular modeling at the quantum level requires choosing a parameterization of the wavefunction that both respects the required particle symmetries, and is scalable to systems of many particles.

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Towards equilibrium molecular conformation generation with GFlowNets

no code implementations20 Oct 2023 Alexandra Volokhova, Michał Koziarski, Alex Hernández-García, Cheng-Hao Liu, Santiago Miret, Pablo Lemos, Luca Thiede, Zichao Yan, Alán Aspuru-Guzik, Yoshua Bengio

Sampling diverse, thermodynamically feasible molecular conformations plays a crucial role in predicting properties of a molecule.

Waveflow: Enforcing boundary conditions in smooth normalizing flows with application to fermionic wave functions

no code implementations27 Nov 2022 Luca Thiede, Chong Sun, Alán Aspuru-Guzik

In this paper, we introduce four main novelties: First, we present a new way of handling the topology problem of normalizing flows.

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