IIT People Search

Michele Parrinello

Senior Researcher - Principal Investigator
Atomistic Simulations
Phone
Research center
About
All Publications
2023
Bonati L., Trizio E., Rizzi A., Parrinello M.
A unified framework for machine learning collective variables for enhanced sampling simulations: mlcolvar
Journal of Chemical Physics, vol. 159, (no. 1)
2023
Ray D., Trizio E., Parrinello M.
Deep learning collective variables from transition path ensemble
Journal of Chemical Physics, vol. 158, (no. 20)
2023
Rizzi A., Carloni P., Parrinello M.
Free energies at QM accuracy from force fields via multimap targeted estimation
Proceedings of the National Academy of Sciences of the United States of America, vol. 120, (no. 46)
2022
Parrinello M.
Breviarium de Motu Simulato Ad Atomos Pertinenti
Israel Journal of Chemistry, vol. 62, (no. 1-2)
Review Journal
2022
Novelli P., Bonati L., Pontil M., Parrinello M.
Characterizing Metastable States with the Help of Machine Learning
Journal of Chemical Theory and Computation, vol. 18, (no. 9), pp. 5195-5202
Scientific Talks
2021
Parrinello M.
Artificial Intelligence meets Atomistic Simulations
Summit on Artificial Intelligence G20 Event
Workshop/Symposium
2021
Parrinello M.
Keynote Speaker
INM-IBI Retreat
Workshop/Symposium
2021
Parrinello M.
Machine Learning and Molecular Dynamics
Thomas Young Centre 15th Anniversary
Workshop/Symposium
2021
Parrinello M.
Machine Learning and Molecular Dynamics
Innovative Strategies for Neurodegenerative Diseases CECAM Pisa
Workshop/Symposium
2021
Parrinello M.
Machine Learning and Molecular Dynamics
Molecular Simulation and Engineering Politecnco di Milano
Workshop/Symposium
Oral presentations
2021
Bonati L., Parrinello M.
Building machine learning potentials for reactive events using enhanced sampling methods
ML-IP Psi-k Young & Early Career Researchers' Workshop
Conference
Awards and Achievements
2021
Parrinello M.
Giulio Natta Medal
2020
Parrinello M.
Benjamin Franklin Medal in Chemistry
2020
Parrinello M.
The European Chemistry Gold Medal