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 (2018-01-0190), 291-306, 2018 | 112 | 2018 |
Computational Fluid Dynamics Simulation of Gasoline Compression Ignition J Kodavasal, CP Kolodziej, SA Ciatti, S Som Journal of Energy Resources Technology 137 (3), 032212, 2015 | 108* | 2015 |
Achieving stable engine operation of gasoline compression ignition using 87 AKI gasoline down to idle C Kolodziej, J Kodavasal, S Ciatti, S Som, N Shidore, J Delhom SAE Technical Paper, 2015 | 105 | 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, 2021 | 87 | 2021 |
Examining the role of flame topologies and in-cylinder flow fields on cyclic variability in spark-ignited engines using large-eddy simulation L Zhao, AA Moiz, S Som, N Fogla, M Bybee, S Wahiduzzaman, ... International Journal of Engine Research 19 (8), 886-904, 2018 | 72 | 2018 |
The effects of thermal and compositional stratification on the ignition and duration of homogeneous charge compression ignition combustion J Kodavasal, G Lavoie, D Assanis, J Martz Combustion and Flame, 2014 | 60 | 2014 |
An accelerated multi-zone model for engine cycle simulation of homogeneous charge compression ignition combustion J Kodavasal, MJ McNenly, A Babajimopoulos, SM Aceves, DN Assanis, ... International Journal of Engine Research 14 (5), 416-433, 2013 | 49 | 2013 |
An extended multi-zone combustion model for PCI simulation J Kodavasal, SH Keum, A Babajimopoulos Combustion Theory and Modelling 15 (6), 893-910, 2011 | 42 | 2011 |
Using machine learning to analyze factors determining cycle-to-cycle variation in a spark-ignited gasoline engine J Kodavasal, A Abdul Moiz, M Ameen, S Som Journal of Energy Resources Technology 140 (10), 102204, 2018 | 38 | 2018 |
Effects of injection parameters, boost, and swirl ratio on gasoline compression ignition operation at idle and low-load conditions J Kodavasal, CP Kolodziej, SA Ciatti, S Som International Journal of Engine Research 18 (8), 824-836, 2017 | 36 | 2017 |
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 | 35 | 2019 |
The effect of diluent composition on homogeneous charge compression ignition auto-ignition and combustion duration J Kodavasal, GA Lavoie, DN Assanis, JB Martz Proceedings of the Combustion Institute 35 (3), 3019-3026, 2015 | 34 | 2015 |
Development of a stiffness-based chemistry load balancing scheme, and optimization of I/O and communication, to enable massively parallel high-fidelity internal combustion … J Kodavasal, K Harms, P Srivastava, S Som, S Quan, K Richards, ... Internal Combustion Engine Division Fall Technical Conference 57281, V002T06A009, 2015 | 22* | 2015 |
Global sensitivity analysis of a gasoline compression ignition engine simulation with multiple targets on an IBM Blue Gene/Q Supercomputer J Kodavasal, Y Pei, K Harms, S Ciatti, A Wagner, P Senecal, M García, ... SAE Technical Paper, 2016 | 18 | 2016 |
Predicting cycle-to-cycle variation with concurrent cycles in a gasoline direct injected engine with large eddy simulations DM Probst, S Wijeyakulasuriya, E Pomraning, J Kodavasal, R Scarcelli, ... Journal of Energy Resources Technology 142 (4), 042202, 2020 | 16 | 2020 |
Effect of Charge Preparation Strategy on HCCI Combustion J Kodavasal University of Michigan, 2013 | 15 | 2013 |
Machine learning analysis of factors impacting cycle-to-cycle variation in a gasoline spark-ignited engine J Kodavasal, AA Moiz, M Ameen, S Som Internal Combustion Engine Division Fall Technical Conference 58325, V002T06A020, 2017 | 13 | 2017 |
Effect of Injector Opening Pressure on Performance and Emission Characteristics of Mahua Oil Methyl Ester in a Dl Diesel Engine N Kapilan, TP Ashok Babu, J Kodavasal, RP Reddy SAE 2009 Commercial Vehicle Engineering Congress & Exhibition, 2009 | 11 | 2009 |
Reaction-space analysis of homogeneous charge compression ignition combustion with varying levels of fuel stratification under positive and negative valve overlap conditions J Kodavasal, GA Lavoie, DN Assanis, JB Martz International Journal of Engine Research 17 (7), 776-794, 2016 | 10 | 2016 |
Multi-cycle large eddy simulation to capture cycle-to-cycle variation (CCV) in spark-ignited (SI) engines L Zhao, AA Moiz, S Som, N Fogla, M Bybee, S Wahiduzzaman, ... Internal Combustion and Gas Turbine Engines, 2017 | 6 | 2017 |