Get started
Author

Matheus de Oliveira Bispo

Observed names: Bispo, Matheus de Oliveira, Matheus O. Bispo, Matheus de O. Bispo, de Oliveira Bispo, Matheus
ORCID: 0000-0001-8597-5875
Observed ORCID: 0000-0001-8597-5875
OpenAlex ID: A5028291925
MELTS: Fully Automated Active Learning for Fewest-Switches Surface Hopping Dynamics
2025 · Matheus de Oliveira Bispo, Rafael Souza Mattos, et al. · Journal of Chemical Theory and Computation · 10
ULaMDyn: enhancing excited-state dynamics analysis through streamlined unsupervised learning
2025 · Max Pinheiro, Matheus de Oliveira Bispo, et al. · Digital Discovery · 7
PDF
Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches
2026 · Bidhan Chandra Garain, Max Pinheiro, et al. · Chemistry - A European Journal · 5
PDF
Long-range parameter optimization for a better description of potential energy surfaces using Density Functional Theory
2022 · Matheus de Oliveira Bispo, Demétrio Antônio da Silva Filho · Journal of Molecular Modeling · 5
Enhancing Uncertainty Quantification in Molecular Machine Learning: A Comparative Study of Deep Evidential Regression and Ensembles with Posthoc Calibration
2025 · BIDHAN CHANDRA GARAIN, Max Pinheiro Jr., et al. · ChemRxiv · 2
Accelerating Molecular Dynamics Simulations Using Socket-Based Interprocess Communication
2024 · Matheus de Oliveira Bispo, Mario Barbatti · The Journal of Physical Chemistry Letters · 2
The Newton-X platform for mixed quantum–classical dynamics
2026 · Mario Barbatti, Rafael S. Mattos, et al. · Physical Chemistry Chemical Physics · 1
PDF
Full Integration of Machine Learning Techniques with Nonadiabatic Molecular Dynamics Simulations
2025 · de Oliveira Bispo, Matheus · Zenodo (CERN European Organization for Nuclear Research)
Full Integration of Machine Learning Techniques with Nonadiabatic Molecular Dynamics Simulations
2025 · de Oliveira Bispo, Matheus · Zenodo (CERN European Organization for Nuclear Research)
Intégration complète des techniques d'apprentissage automatique avec des simulations de dynamique moléculaire non adiabatique
2025 · de Oliveira Bispo, Matheus · HAL (Le Centre pour la Communication Scientifique Directe)
MELTS: Fully Automated Active Learning for Fewest-Switches Surface Hopping Dynamics
2025 · Matheus de Oliveira Bispo, Rafael Souza Mattos, et al. · ChemRxiv
PDF
MELTS: Fully Automated Active Learning for Fewest-Switches Surface Hopping Dynamics
2025 · Matheus de Oliveira Bispo, Rafael Souza Mattos, et al. · ChemRxiv
PDF
Works count: 15
Citation count: 32
H-index: 4
I10-index: 1
Year
Topic
Type