Concepedia

Kim A. Nicoli

KA

7

Publications

783

Citations

7

H-Index

2018

Active since

Affiliations

Technische Universität Berlin(Current)

RIKEN Center for Advanced Intelligence Project

Perimeter Institute

Berlin Institute for the Foundations of Learning and Data

Deutsches Elektronen-Synchrotron DESY

Kim A. Nicoli is an author at Technische Universität Berlin specializing in computer science, engineering, and machine learning.

ORCID

Top concepts

Publications per year

2018–2023

7

Publications

7

SchNetPack: A Deep Learning Toolbox For Atomistic Systems

Kristof T. Schütt, Pan Kessel, Michael Gastegger et al. · Journal of Chemical Theory and Computation · 2018 · 434 citations · Full text

Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

Kim A. Nicoli, Christopher J. Anders, Lena Funcke et al. · Physical Review Letters · 2021 · 114 citations · Full text

Asymptotically unbiased estimation of physical observables with neural samplers

Kim A. Nicoli, Shinichi Nakajima, Nils Strodthoff et al. · Physical review. E · 2020 · 111 citations · Full text

Modern applications of machine learning in quantum sciences

Anna Dawid, Julian Arnold, Borja Requena et al. · arXiv (Cornell University) · 2022 · 68 citations · Full text

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Detecting and mitigating mode-collapse for flow-based sampling of lattice field theories

Kim A. Nicoli, Christopher J. Anders, Tobias Hartung et al. · Physical review. D/Physical review. D. · 2023 · 23 citations · Full text

, , +21

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