| Multifidelity and multiscale Bayesian framework for high-dimensional engineering design and calibration S Sarkar, S Mondal, M Joly, ME Lynch, SD Bopardikar, R Acharya, ... Journal of Mechanical Design 141 (12), 121001, 2019 | 57 | 2019 |
| Integrated multifidelity, multidisciplinary evolutionary design optimization of counterrotating compressors MM Joly, T Verstraete, G Paniagua Integrated Computer-Aided Engineering 21 (3), 249-261, 2014 | 49 | 2014 |
| Full design of a highly loaded and compact contra-rotating fan using multidisciplinary evolutionary optimization M Joly, T Verstraete, G Paniagua Turbo Expo: Power for Land, Sea, and Air 55232, V06BT43A009, 2013 | 37 | 2013 |
| Differential evolution based soft optimization to attenuate vane–rotor shock interaction in high-pressure turbines MM Joly, T Verstraete, G Paniagua Applied Soft Computing 13 (4), 1882-1891, 2013 | 36 | 2013 |
| Machine learning enabled adaptive optimization of a transonic compressor rotor with precompression M Joly, S Sarkar, D Mehta Journal of Turbomachinery 141 (5), 051011, 2019 | 34 | 2019 |
| Multidisciplinary design optimization of a compact highly loaded fan MM Joly, T Verstraete, G Paniagua Structural and Multidisciplinary Optimization 49, 471-483, 2014 | 27 | 2014 |
| Full design of a highly loaded fan by multi-objective optimization of through-flow and high-fidelity aero-mechanical performances M Joly, T Verstraete, G Paniagua Turbo Expo: Power for Land, Sea, and Air 44748, 2293-2301, 2012 | 18 | 2012 |
| Multi-fidelity global-local optimization of a transonic compressor rotor S Mondal, MM Joly, S Sarkar Turbo Expo: Power for Land, Sea, and Air 58585, V02DT46A020, 2019 | 17 | 2019 |
| Attenuation of vane distortion in a transonic turbine using optimization strategies: Part I—Methodology M Joly, T Verstraete, G Paniagua Turbo Expo: Power for Land, Sea, and Air 44021, 653-662, 2010 | 12 | 2010 |
| Wall-resolved les study of shaped-hole film cooling flow for varying hole orientation AC Nunno, S Wu, M Ameen, P Pal, P Kundu, A Abouhussein, Y Peet, ... AIAA SciTech 2022 Forum, 1404, 2022 | 6 | 2022 |
| Attenuation of vane distortion in a transonic turbine using optimization strategies: Part II—Optimization M Joly, G Paniagua, T Verstraete Turbo Expo: Power for Land, Sea, and Air 44021, 663-671, 2010 | 6 | 2010 |
| Adaptive case for a gas turbine engine MM Joly, AE Kuczek, ZA Chaudhry, G Medic, D Prasad US Patent 11,092,030, 2021 | 5 | 2021 |
| Refrigeration system mixed-flow compressor WT Cousins, VM Sishtla, MM Joly US Patent 11,421,708, 2022 | 4 | 2022 |
| Inclination of forward and aft groove walls of casing treatment for gas turbine engine MM Joly, SW Evans, D Prasad, G Medic, G Kalitzin, DM Voytovych US Patent 11,078,805, 2021 | 3 | 2021 |
| Scalable Bayesian optimization with randomized prior networks MA Bhouri, M Joly, R Yu, S Sarkar, P Perdikaris Computer Methods in Applied Mechanics and Engineering 417, 116428, 2023 | 2 | 2023 |
| Mixed-flow compressor configuration for a refrigeration system MM Joly, VM Sishtla US Patent 11,585,347, 2023 | 2 | 2023 |
| Machine Learning Aided Fan Broadband Interaction Noise Prediction for Leaned and Swept Fans N Li, J Winkler, CA Reimann, D Voytovych, M Joly, KG Lore, J Mendoza, ... AIAA AVIATION 2023 Forum, 4297, 2023 | 2 | 2023 |
| Multi-fidelity learning with heterogeneous domains S Sarkar, M Joly, P Perdikaris | 2 | 2019 |
| Assessment of Machine Learning Wall Modeling Approaches for Large Eddy Simulation of Gas Turbine Film Cooling Flows: An a Priori Study T Kumar, P Pal, S Wu, AC Nunno, O Owoyele, MM Joly, D Tretiak Journal of Engineering for Gas Turbines and Power 146 (8), 081019, 2024 | 1 | 2024 |
| Scalable bayesian optimization with high-dimensional outputs using randomized prior networks MA Bhouri, M Joly, R Yu, S Sarkar, P Perdikaris arXiv preprint arXiv:2302.07260, 2023 | 1 | 2023 |
