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Pinaki Pal
Pinaki Pal
Senior Research Scientist, Advanced Propulsion and Power Department, Argonne National Laboratory
Подтвержден адрес электронной почты в домене anl.gov - Главная страница
Название
Процитировано
Процитировано
Год
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
1152018
ChemNODE: A Neural Ordinary Differential Equations Framework for Efficient Chemical Kinetics Solvers
O Owoyele, P Pal
Energy and AI 7, 2021
962021
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
932020
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
922015
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
732018
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
642019
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
622016
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
562018
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
522020
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
522020
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
522017
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, 3876, 2020
462020
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
452021
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
452021
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
432021
A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design
O Owoyele, P Pal
Applied Energy 285, 116455, 2021
432021
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
422015
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
372020
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
362019
A skeletal chemical kinetic mechanism for gasoline and gasoline/ethanol blend surrogates for engine CFD applications
Y Wu, P Pal, S Som, T Lu
10th International Conference on Chemical Kinetics, 2017
342017
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