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Pinaki Pal

Observed names: P. Pal, Pal, Pinaki
ORCID: 0000-0002-8630-5731
Observed ORCID: 0000-0002-8630-5731
OpenAlex ID: A5017782131
ChemNODE: A neural ordinary differential equations framework for efficient chemical kinetic solvers
2021 · Opeoluwa Owoyele, Pinaki Pal · Energy and AI · 126
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A Machine Learning-Genetic Algorithm (ML-GA) Approach for Rapid Optimization Using High-Performance Computing
2018 · Ahmed Abdul Moiz, Pinaki Pal, et al. · SAE International journal of commercial vehicles · 116
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Engine Combustion System Optimization Using Computational Fluid Dynamics and Machine Learning: A Methodological Approach
2020 · Jihad A. Badra, Fethi Khaled, et al. · Journal of Energy Resources Technology · 81
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A Regime Diagram for Autoignition of Homogeneous Reactant Mixtures with Turbulent Velocity and Temperature Fluctuations
2015 · Hong G. Im, Pinaki Pal, et al. · Combustion Science and Technology · 79
Development of a Virtual CFR Engine Model for Knocking Combustion Analysis
2018 · Pinaki Pal, Christopher P. Kolodziej, et al. · SAE International Journal of Engines · 68
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Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization
2021 · Opeoluwa Owoyele, Pinaki Pal, et al. · International Journal of Engine Research · 65
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Combustion System Optimization of a Light-Duty GCI Engine Using CFD and Machine Learning
2020 · Jihad Badra, Fethi khaled, et al. · SAE technical papers on CD-ROM/SAE technical paper series · 60
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
2019 · Yuanjiang Pei, Pinaki Pal, et al. · SAE International Journal of Advances and Current Practices in Mobility · 58
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Computational characterization of ignition regimes in a syngas/air mixture with temperature fluctuations
2016 · Pinaki Pal, Mauro Valorani, et al. · Proceedings of the Combustion Institute · 54
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An Automated Machine Learning-Genetic Algorithm Framework With Active Learning for Design Optimization
2021 · Opeoluwa Owoyele, Pinaki Pal, et al. · Journal of Energy Resources Technology · 52
Multidimensional Numerical Simulations of Knocking Combustion in a Cooperative Fuel Research Engine
2018 · Pinaki Pal, Yunchao Wu, et al. · Journal of Energy Resources Technology · 48
A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design
2021 · Opeoluwa Owoyele, Pinaki Pal · Applied Energy · 46
Multidimensional Numerical Modeling of Combustion Dynamics in a Non-Premixed Rotating Detonation Engine With Adaptive Mesh Refinement
2021 · Pinaki Pal, Gaurav Kumar, et al. · Journal of Energy Resources Technology · 42
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Numerical Investigation of a Gasoline-Like Fuel in a Heavy-Duty Compression Ignition Engine Using Global Sensitivity Analysis
2017 · Pinaki Pal, Daniel Probst, et al. · SAE international journal of fuels and lubricants · 41
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Assessment of flamelet versus multi-zone combustion modeling approaches for stratified-charge compression ignition engines
2015 · Pinaki Pal, SeungHwan Keum, et al. · International Journal of Engine Research · 40
Efficient bifurcation and tabulation of multi-dimensional combustion manifolds using deep mixture of experts: An a priori study
2020 · Opeoluwa Owoyele, Prithwish Kundu, et al. · Proceedings of the Combustion Institute · 36
Numerical Analysis of Soot Emissions from Gasoline-Ethanol and Gasoline-Butanol 1 Blends Under Gasoline Compression Ignition Conditions
2022 · Krishna C. Kalvakala, Pinaki Pal, et al. · Fuel · 31
Numerical Methodology for Optimization of Compression-Ignited Engines Considering Combustion Noise Control
2018 · Alberto Broatch, Ricardo Novella, et al. · SAE International Journal of Engines · 31
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Engine Combustion System Optimization Using CFD and Machine Learning: A Methodological Approach
2019 · Jihad Badra, Fethi Khaled, et al. · ASME Internal Combustion Engine Division Fall Technical Conference (ICEF) · 29
Computational fluid dynamics modeling and analysis of silica nanoparticle synthesis in a flame spray pyrolysis reactor
2021 · Debolina Dasgupta, Pinaki Pal, et al. · Combustion and Flame · 28
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A computational study of syngas auto-ignition characteristics at high-pressure and low-temperature conditions with thermal inhomogeneities
2015 · Pinaki Pal, Andrew B. Mansfield, et al. · Combustion Theory and Modelling · 28
Evaluating Optimization Strategies for Engine Simulations Using Machine Learning Emulators
2019 · Daniel M. Probst, Mandhapati Raju, et al. · Journal of Engineering for Gas Turbines and Power · 26
Effects of fuel injection parameters on the performance of homogeneous charge compression ignition at low-load conditions
2015 · SeungHwan Keum, Pinaki Pal, et al. · International Journal of Engine Research · 26
Large-Eddy Simulations and Mode Analysis of Ethylene/Air Combustion in a Non-Premixed Rotating Detonation Engine
2020 · Pinaki Pal, Chao Xu, et al. · AIAA Propulsion and Energy Forum · 24
A physics-constrained neural ordinary differential equations approach for robust learning of stiff chemical kinetics
2025 · Tadbhagya Kumar, Anuj Kumar, et al. · Combustion Theory and Modelling · 23
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Works count: 115
Citation count: 1,733
H-index: 24
I10-index: 44
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