Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O2 + O System S Venturi, MP Sharma, B Lopez, M Panesi The Journal of Physical Chemistry A 124 (41), 8359-8372, 2020 | 46 | 2020 |
Coarse-grained modeling of thermochemical nonequilibrium using the multigroup maximum entropy quadratic formulation MP Sharma, Y Liu, M Panesi Physical Review E 101 (1), 013307, 2020 | 31 | 2020 |
Rovibrational-Specific QCT and Master Equation Study on N2(X1Σg+) + O(3P) and NO(X2Π) + N(4S) Systems in High-Energy Collisions SM Jo, S Venturi, MP Sharma, A Munafò, M Panesi The Journal of Physical Chemistry A 126 (21), 3273-3290, 2022 | 23 | 2022 |
Application of DeepOnet to model inelastic scattering probabilities in air mixtures M Sharma Priyadarshini, S Venturi, M Panesi AIAA Aviation 2021 Forum, 3144, 2021 | 15 | 2021 |
One-dimensional modeling methodology for shock tubes: Application to the EAST facility M Sharma Priyadarshini, A Munafo, AM Brandis, BA Cruden, M Panesi 2018 Joint Thermophysics and Heat Transfer Conference, 4181, 2018 | 12 | 2018 |
Effects of ab-initio potential energy surfaces on O2-O non-equilibrium kinetics S Venturi, M Sharma Priyadarshini, A Racca, M Panesi AIAA Aviation 2019 Forum, 3358, 2019 | 11 | 2019 |
A machine learning framework for the quantification of the uncertainties associated with ab-initio based modeling of non-equilibrium flows S Venturi, M Sharma Priyadarshini, M Panesi AIAA Scitech 2019 Forum, 0788, 2019 | 10 | 2019 |
Comprehensive study of HCN: Potential energy surfaces, state-to-state kinetics, and master equation analysis MS Priyadarshini, SM Jo, S Venturi, DW Schwenke, RL Jaffe, M Panesi The Journal of Physical Chemistry A 126 (44), 8249-8265, 2022 | 6 | 2022 |
Calculation of thermochemical properties of carbon-cluster ablation species M Sharma Priyadarshini, RL Jaffe, A Munafo, M Panesi 2018 Joint Thermophysics and Heat Transfer Conference, 4179, 2018 | 6 | 2018 |
Reduced-order modeling for non-equilibrium air flows A Munafò, S Venturi, M Sharma Priyadarshini, M Panesi AIAA Scitech 2020 Forum, 1226, 2020 | 5 | 2020 |
Advanced Modeling of Non-equilibrium Flows using a Maximum Entropy “Quadratic” Formulation M Sharma, Y Liu, M Panesi 55th AIAA Aerospace Sciences Meeting, 1612, 2017 | 5 | 2017 |
Efficient quasi-classical trajectory calculations by means of neural operator architectures MS Priyadarshini*, S Venturi*, I Zanardi, M Panesi Physical Chemistry Chemical Physics 25 (20), 13902-13912, 2023 | 4 | 2023 |
Characterization of non-equilibrium hypersonic flows using maximum entropy linear model MP Sharma, A Munafò, M Panesi AIP Conference Proceedings 2132 (1), 2019 | 4 | 2019 |
PAL 2.0: A Physics-Driven Bayesian Optimization Framework for Material Discovery MS Priyadarshini*, OV Romiluyi*, Y Wang, KP Miskin, C Ganley, P Clancy Materials Horizons, 2023 | 3 | 2023 |
Rovibrational-specific master equation analysis of high-temperature air mixture SM Jo, A Munafò, M Sharma Priyadarshini, S Venturi, M Panesi AIAA SCITECH 2022 Forum, 0342, 2022 | 3 | 2022 |
Application of ab-initio based grouped rates for modeling non-equilibrium flow physics M Sharma Priyadarshini, S Venturi, A Munafò, M Panesi AIAA Scitech 2019 Forum, 0792, 2019 | 3 | 2019 |
Physics-driven modeling for aerothermodynamics SM Jo, S Venturi, A Munafò, M Sharma Priyadarshini, M Panesi AIAA Aviation 2021 Forum, 3143, 2021 | 2 | 2021 |
Modeling of boundary layer thermochemistry in hypersonic flows M Sharma Priyadarshini University of Illinois at Urbana-Champaign, 2022 | 1 | 2022 |
Importance of Exchange Processes in Earth and Mars Atmospheric Kinetics: Application to HCN System M Sharma Priyadarshini, S Venturi, RL Jaffe, DW Schwenke, M Panesi AIAA SCITECH 2022 Forum, 1013, 2022 | 1 | 2022 |
Carbon Clusters: Thermochemistry and Electronic Structure at High Temperatures MP Sharma, RL Jaffe, M Panesi The Journal of Physical Chemistry A 125 (32), 7038-7051, 2021 | 1 | 2021 |