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VASSILEV GALINDO Valentin

Main Referenced Co-authors
TKATCHENKO, Alexandre  (4)
CORDEIRO FONSECA, Gregory  (2)
POLTAVSKYI, Igor  (2)
Huziel E. Sauceda (1)
Klaus-Robert Müller (1)
Main Referenced Keywords
Force fields (1); Interatomic interactions (1); Machine learning (1); Nuclear quantum effects (1); Potential-energy surfaces (1);
Main Referenced Disciplines
Physics (5)
Chemistry (1)

Publications (total 5)

The most downloaded
200 downloads
CORDEIRO FONSECA, G., POLTAVSKYI, I., VASSILEV GALINDO, V., & TKATCHENKO, A. (2021). Improving molecular force fields across configurational space by combining supervised and unsupervised machine learning. Journal of Chemical Physics. doi:10.1063/5.0035530 https://hdl.handle.net/10993/49417

The most cited

369 citations (WOS)

TKATCHENKO, A., & VASSILEV GALINDO, V. (2021). Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems. Chemical Reviews. doi:10.1021/acs.chemrev.1c00107 https://hdl.handle.net/10993/52619

VASSILEV GALINDO, V. (2022). Machine learning force fields: towards modelling flexible molecules [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/50929

TKATCHENKO, A., & VASSILEV GALINDO, V. (2021). Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems. Chemical Reviews. doi:10.1021/acs.chemrev.1c00107
Peer Reviewed verified by ORBi

CORDEIRO FONSECA, G., POLTAVSKYI, I., VASSILEV GALINDO, V., & TKATCHENKO, A. (2021). Improving molecular force fields across configurational space by combining supervised and unsupervised machine learning. Journal of Chemical Physics. doi:10.1063/5.0035530
Peer reviewed

VASSILEV GALINDO, V., CORDEIRO FONSECA, G., POLTAVSKYI, I., & TKATCHENKO, A. (2021). Challenges for machine learning force fields in reproducing potential energy surfaces of flexible molecules. Journal of Chemical Physics. doi:10.1063/5.0038516
Peer reviewed

Huziel E. Sauceda, VASSILEV GALINDO, V., Stefan Chmiela, Klaus-Robert Müller, & TKATCHENKO, A. (2021). Dynamical strengthening of covalent and non-covalent molecular interactions by nuclear quantum effects at finite temperature. Nature Communications. doi:10.1038/s41467-020-20212-1
Peer Reviewed verified by ORBi

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