| A deep potential model with long-range electrostatic interactions L Zhang, H Wang, MC Muniz, AZ Panagiotopoulos, R Car The Journal of Chemical Physics 156 (12), 2022 | 145 | 2022 |
| When do short-range atomistic machine-learning models fall short? S Yue, MC Muniz, MF Calegari Andrade, L Zhang, R Car, ... The Journal of Chemical Physics 154 (3), 2021 | 118 | 2021 |
| Vapor–liquid equilibrium of water with the MB-pol many-body potential MC Muniz, TE Gartner, M Riera, C Knight, S Yue, F Paesani, ... The Journal of chemical physics 154 (21), 2021 | 55 | 2021 |
| Chemical dynamics simulations of CID of peptide ions: comparisons between TIK (H+) 2 and TLK (H+) 2 fragmentation dynamics, and with thermal simulations Z Homayoon, V Macaluso, A Martin-Somer, MCNB Muniz, I Borges, ... Physical Chemistry Chemical Physics 20 (5), 3614-3629, 2018 | 25 | 2018 |
| A deep potential model for liquid–vapor equilibrium and cavitation rates of water I Sanchez-Burgos, MC Muniz, JR Espinosa, AZ Panagiotopoulos The Journal of Chemical Physics 158 (18), 2023 | 15 | 2023 |
| First-Principles-Based Machine Learning Models for Phase Behavior and Transport Properties of CO2 R Mathur, MC Muniz, S Yue, R Car, AZ Panagiotopoulos The Journal of Physical Chemistry B 127 (20), 4562-4569, 2023 | 14 | 2023 |
| Neural network water model based on the MB-pol many-body potential MC Muniz, R Car, AZ Panagiotopoulos The Journal of Physical Chemistry B 127 (42), 9165-9171, 2023 | 9 | 2023 |
| Pronounced changes in atomistic mechanisms for the Cl−+ CH 3 ISN 2 reaction with increasing collision energy S Pratihar, MCNB Muniz, X Ma, I Borges, WL Hase Physical Chemistry Chemical Physics 21 (4), 2039-2045, 2019 | 6 | 2019 |
| Data from" A Neural Network Water Model Based on the MB-pol Many-Body Potential" MC Muniz Princeton University, 2023 | | 2023 |
| First-Principles-Based Machine Learning Models for Fluid Phase Behavior MCNB Muniz Princeton University, 2023 | | 2023 |
| Vapor-Liquid Equilibrium and Nucleation Studies of Water from First Principles-Based Machine Learning Models MCNB Muniz, R Car, A Panagiotopoulos 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Data from" Vapor-liquid equilibrium of water with the MB-pol many-body potential" MC Muniz, TE Gartner III, M Riera, C Knight, S Yue, F Paesani, ... Princeton University, 2021 | | 2021 |
| Incorporating Long-Range Interactions in Machine Learning Models of Water and Aqueous Electrolyte Solutions S Yue, MCNB Muniz, M Andrade, L Zhang, R Car, A Panagiotopoulos 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
| Designing machine learning models of water and aqueous electrolyte solutions M Andrade, R Car, A Panagiotopoulos, L Zhang, S Yue, M Muniz American Chemical Society SciMeetings 1 (2), 2020 | | 2020 |
| Dinâmica Molecular direta: dissociação induzida por colisões e reações de substituição nucleofílica MCNB Muniz | | 2018 |
| Sudden Changes in Atomistic Mechanisms for the Cl-+ CH3I SN2 Reaction with Increasing Collision Energy MCNB Muniz, S Pratihar, WL Hase, I Borges Jr | | |
Athanassios Z PanagiotopoulosSusan Dod Brown Professor of Chemical and Biological Engineering, Princeton Univ.Verified email at princeton.edu