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Luigi Bonati — most-cited papers & profile · AI for Science
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·
overview
Luigi Bonati
7
papers ·
424
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data-Driven Collective Variables for Enhanced Sampling
2020 · 226 citations
Neural networks-based variationally enhanced sampling
2019 · 149 citations
Characterizing metastable states with the help of machine learning
2022 · 23 citations
Fast and Fourier Features for Transfer Learning of Interatomic Potentials
2025 · 12 citations
Weighted Active Space Protocol for Multireference Machine-Learned Potentials
2025 · 7 citations
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
2023 · 5 citations
Descriptors-free Collective Variables From Geometric Graph Neural Networks
2024 · 2 citations
Top co-authors
Massimiliano Pontil
· 2
Michele Parrinello
· 2
Pietro Novelli
· 2
Andrew L. Ferguson
· 1
Aniruddha Seal
· 1
Enrico Trizio
· 1
Giacomo Meanti
· 1
Jintu Zhang
· 1
John Falk
· 1
Laura Gagliardi
· 1
Lorenzo Rosasco
· 1
Massimiliano Pontil and Michele Parrinello
· 1
Topics
Chemistry
Materials
Protein Science