Publications and Grants

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* Indicates that the authors have contributed equally to the work.
† Indicates presenting author

Funded Grants

1. Clancy, P. (PI), Nam, L. Q. (co-PI), Sharma Priyadarshini, M. (Senior Personnel)
   Towards Proton Radiation-Resistant Perovskite Solar Cell Materials for Space Applications
   HEMI/APL Seed Grant, 2023.

2. Clancy, P. (PI), Gienger, E. (co-PI), Sharma Priyadarshini, M. (Senior Personnel)
   Machine Learning-accelerated Discovery of New High-Entropy Shape Memory Alloys for Space Actuation
   Space@Hopkins, 2023.

Journal papers

1. Sharma Priyadarshini, M.*, Venturi S.*, Zanardi I. and Panesi M.
   Efficient Quasi-Classical Trajectory Calculations by means of Neural Operator Architectures
   Physical Chemistry Chemical Physics, 2023.

2. Sharma Priyadarshini, M., Jo, S. M., Venturi S., Schwenke, D. W., Jaffe, R. L. and Panesi M.
   Comprehensive Study of HCN: Potential Energy Surfaces, State-to-State Kinetics, and Master Equation Analysis
   The Journal of Physical Chemistry A, 2022.

3. Jo, S. M., Venturi S., Sharma Priyadarshini, M., Munafo, A. and Panesi M.
   Rovibrational-Specific QCT and Master Equation Study on N2(X1Σg+) + O(3P) and NO(X2Π) + N(4S) Systems in High-Energy Collisions
   The Journal of Physical Chemistry A, 2022.

4. Sharma Priyadarshini, M., Jaffe, R. L. and Panesi M.
   Carbon Clusters: Thermochemistry and Electronic Structure at High Temperatures
   The Journal of Physical Chemistry A, 2021.

5. Venturi S., Sharma Priyadarshini, M., Lopez, B. and Panesi M.
   Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O2 + O System
   The Journal of Physical Chemistry A, 2020 (Featured as Journal Cover).

6. Sharma Priyadarshini, M., Liu, Y. and Panesi M.
   Coarse-Grained Modeling of Thermochemical Non-Equilibrium using the Multigroup Maximum Entropy Quadratic Formulation
   Physical Review E, 2020.

Selected Papers in Conference Proceedings (Full List)

1. Sharma Priyadarshini, M.†, Venturi S., Schwenke, D. W., Jaffe, R. L. and Panesi M.
   Importance of Exchange Processes in Earth and Mars Atmospheric Kinetics: Application to HCN System
   AIAA Scitech Forum, 2022.

2. Sharma Priyadarshini, M.*†, Venturi S.* and Panesi M.
   Application of DeepOnet to Model Inelastic Scattering Probabilities in Air Mixtures
   AIAA Aviation Forum, 2021.

3. Sharma Priyadarshini, M.†, Jaffe, R. L. and Panesi M.
   Thermodynamic Analysis of Boundary Layer Species During Ablation
   International Conference on Flight vehicles, Aerothermodynamics and Re-entry Missions and Engineering, 2019.

4. Sharma Priyadarshini, M.†, Munafo, A. and Panesi M.
   Characterization of Non-Equilibrium Hypersonic Flows using Maximum Entropy Linear Model
   AIP Conference Proceedings, 2019.

5. Sharma Priyadarshini, M.†, Venturi, S., Munafo, A. and Panesi M.
   Application of Ab-initio Based Grouped Rates for Modeling Non-Equilibrium Flow Physics
   AIAA Scitech Forum, 2019.

6. Venturi, S.†, Sharma Priyadarshini, M., and Panesi M.
   A Machine Learning Framework for the Quantification of the Uncertainties Associated with Ab-initio Based Modeling of Non-equilibrium Flows
   AIAA Scitech Forum, 2019.

7. Sharma Priyadarshini, M.†, Munafo, A., Brandis, A. M., Cruden, B. A. and Panesi M.
   One-dimensional modeling methodology for shock tubes: Application to the EAST facility
   AIAA Joint Thermophysics and Heat Transfer Conference, 2018.