Molinari, Nicola

1. Uncertainty Driven Active Learning of Coarse Grained Free Energy Models
   2022/10/28 by Blake Duschatko, Duschatko, Blake R., Jonathan Vandermause +5 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Block Copolymer Self-Assembly #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Protein Structure and Dynamics
2. Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials
   2024/03/04 by Zachary A. H. Goodwin, Malia B. Wenny, Goodwin, Zachary A. H. +23 · 6 citations
   Chemical Engineering · Chemistry · Engineering · #Ionic liquids properties and applications #Electrochemical Analysis and Applications #Advanced Chemical Sensor Technologies
3. Salt-in-Ionic-Liquid Electrolytes: Ion Network Formation and Negative Effective Charges of Alkali Metal Cations
   2021/06/23 by McEldrew, Michael, Goodwin, Zachary A. H., Molinari, Nicola +3 · 2 citations
   #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
4. Polymer Composites Informatics for Flammability, Thermal, Mechanical and Electrical Property Predictions
   2024/12/11 by Tran, Huan, Kim, Chiho, Gurnani, Rishi +8 · 3 citations
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Soft Condensed Matter (cond-mat.soft)