| Physics-informed polynomial chaos expansions L Novák, H Sharma, MD Shields Journal of Computational Physics 506, 112926, 2024 | 19 | 2024 |
| Stochastic strain and stress computation of a higher-order sandwich beam using hybrid stochastic time domain spectral element method H Sharma, S Mukherjee, R Ganguli Mechanics of Advanced Materials and Structures 29 (4), 525-538, 2022 | 15 | 2022 |
| Uqpy v4. 1: Uncertainty quantification with python D Tsapetis, MD Shields, DG Giovanis, A Olivier, L Novak, P Chakroborty, ... SoftwareX 24, 101561, 2023 | 13 | 2023 |
| Optimization of a higher-order sandwich composite beam under uncertainties H Sharma, R Ganguli Composite Structures 269, 114003, 2021 | 7 | 2021 |
| Physics-constrained polynomial chaos expansion for scientific machine learning and uncertainty quantification H Sharma, L Novák, M Shields Computer Methods in Applied Mechanics and Engineering 431, 117314, 2024 | 5 | 2024 |
| Uncertainty analysis of higher-order sandwich beam using a hybrid stochastic time-domain spectral element method H Sharma, S Mukherjee, R Ganguli International Journal for Computational Methods in Engineering Science and …, 2020 | 5 | 2020 |
| Learning thermodynamically constrained equations of state with uncertainty H Sharma, JA Gaffney, D Tsapetis, MD Shields APL Machine Learning 2 (1), 2024 | 4 | 2024 |
| Constrained non-intrusive polynomial chaos expansion for physics-informed machine learning regression H Sharma, MD Shields, L Novák 14th international conference on applications of statistics and probability …, 2023 | 3 | 2023 |
| On physically-constrained non-intrusive polynomial chaos expansion L Novak, H Sharma, MD Shields 5th ECCOMAS thematic conference on uncertainty quantification in …, 2023 | 1 | 2023 |
Michael D. ShieldsJohns Hopkins Universityایمیل تأیید شده در jhu.edu