| A machine learning-genetic algorithm (ML-GA) approach for rapid optimization using high-performance computing AA Moiz, P Pal, D Probst, Y Pei, Y Zhang, S Som, J Kodavasal SAE International Journal of Commercial Vehicles 11 (5), 291-306, 2018 | 114 | 2018 |
| A regime diagram for autoignition of homogeneous reactant mixtures with turbulent velocity and temperature fluctuations HG Im, P Pal, MS Wooldridge, AB Mansfield Combustion Science and Technology 187 (8), 1263-1275, 2015 | 93 | 2015 |
| Engine combustion system optimization using computational fluid dynamics and machine learning: a methodological approach JA Badra, F Khaled, M Tang, Y Pei, J Kodavasal, P Pal, O Owoyele, ... Journal of Energy Resources Technology 143 (2), 022306, 2020 | 92 | 2020 |
| ChemNODE: A Neural Ordinary Differential Equations Framework for Efficient Chemical Kinetics Solvers O Owoyele, P Pal Energy and AI 7, 2021 | 90 | 2021 |
| Development of a virtual CFR engine model for knocking combustion analysis P Pal, C Kolodziej, S Choi, S Som, A Broatch, J Gomez-Soriano, Y Wu, ... SAE International Journal of Engines 11 (6), 1069-1082, 2018 | 71 | 2018 |
| CFD-guided combustion system optimization of a gasoline range fuel in a heavy-duty compression ignition engine using automatic piston geometry generation and a supercomputer Y Pei, P Pal, Y Zhang, M Traver, D Cleary, C Futterer, M Brenner, D Probst, ... SAE International Journal of Advances and Current Practices in Mobility 1 (1 …, 2019 | 62 | 2019 |
| Computational characterization of ignition regimes in a syngas/air mixture with temperature fluctuations P Pal, M Valorani, PG Arias, HG Im, MS Wooldridge, PP Ciottoli, ... Proceedings of the Combustion Institute 36 (3), 3705-3716, 2016 | 60 | 2016 |
| Multidimensional numerical simulations of knocking combustion in a cooperative fuel research engine P Pal, Y Wu, T Lu, S Som, YC See, A Le Moine Journal of Energy Resources Technology 140 (10), 102205, 2018 | 55 | 2018 |
| Combustion system optimization of a light-duty GCI engine using CFD and machine learning J Badra, F Khaled, J Sim, Y Pei, Y Viollet, P Pal, C Futterer, M Brenner, ... SAE World Congress Experience, 22, 2020 | 53 | 2020 |
| Large-eddy simulation study on cycle-to-cycle variation of knocking combustion in a spark-ignition engine C Chen, P Pal, M Ameen, D Feng, H Wei Applied Energy 261, 114447, 2020 | 51 | 2020 |
| Numerical investigation of a gasoline-like fuel in a heavy-duty compression ignition engine using global sensitivity analysis P Pal, D Probst, Y Pei, Y Zhang, M Traver, D Cleary, S Som SAE International Journal of Fuels and Lubricants 10 (1), 56-68, 2017 | 51 | 2017 |
| Multidimensional Numerical Modeling of Combustion Dynamics in a Non-Premixed Rotating Detonation Engine with Adaptive Mesh Refinement P Pal, G Kumar, SA Drennan, BA Rankin, S Som Journal of Energy Resources Technology 143 (11), 112308, 2021 | 45 | 2021 |
| An Automated Machine Learning-Genetic Algorithm Framework with Active Learning for Design Optimization O Owoyele, P Pal, AV Torreira Journal of Energy Resources Technology 143 (8), 082305, 2021 | 45 | 2021 |
| A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design O Owoyele, P Pal Applied Energy 285, 116455, 2021 | 45 | 2021 |
| Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization O Owoyele, P Pal, AV Torreira, D Probst, M Shaxted, M Wilde, PK Senecal International Journal of Engine Research 23 (9), 1586–1601, 2021 | 44 | 2021 |
| Assessment of flamelet versus multi-zone combustion modeling approaches for stratified-charge compression ignition engines P Pal, SH Keum, HG Im International Journal of Engine Research 17 (3), 280-290, 2015 | 41 | 2015 |
| Evaluating optimization strategies for engine simulations using machine learning emulators DM Probst, M Raju, PK Senecal, J Kodavasal, P Pal, S Som, AA Moiz, ... Journal of Engineering for Gas Turbines and Power 141 (9), 091011, 2019 | 36 | 2019 |
| A computational study of syngas auto-ignition characteristics at high-pressure and low-temperature conditions with thermal inhomogeneities P Pal, AB Mansfield, PG Arias, MS Wooldridge, HG Im Combustion Theory and Modelling 19 (5), 587-601, 2015 | 36 | 2015 |
| Efficient bifurcation and tabulation of multi-dimensional combustion manifolds using deep mixture of experts: An a priori study O Owoyele, P Kundu, P Pal Proceedings of the Combustion Institute 38 (4), 5889-5896, 2020 | 35 | 2020 |
| Large-Eddy Simulations and Mode Analysis of Ethylene/Air Combustion in a Non-Premixed Rotating Detonation Engine P Pal, C Xu, G Kumar, SA Drennan, BA Rankin, S Som AIAA Propulsion and Energy 2020 Forum, 2020 | 34 | 2020 |
Sibendu SomDirector - Center for Advanced Propulsion and Power, Argonne National LaboratoryVerified email at anl.gov
