Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials S Chun, S Roy, YT Nguyen, JB Choi, HS Udaykumar, SS Baek Scientific reports 10 (1), 13307, 2020 | 98 | 2020 |
Hot spot ignition and growth from tandem micro-scale simulations and experiments on plastic-bonded explosives S Roy, BP Johnson, X Zhou, YT Nguyen, DD Dlott, HS Udaykumar Journal of Applied Physics 131 (20), 2022 | 18 | 2022 |
A Physics‐Aware Deep Learning Model for Energy Localization in Multiscale Shock‐To‐Detonation Simulations of Heterogeneous Energetic Materials PCH Nguyen, YT Nguyen, PK Seshadri, JB Choi, HS Udaykumar, S Baek Propellants, Explosives, Pyrotechnics 48 (4), e202200268, 2023 | 15 | 2023 |
Crack formation during solid pyrolysis: evolution, pattern formation and statistical behaviour YT Nguyen, TJ Pence, IS Wichman Proceedings of the Royal Society A 475 (2229), 20190211, 2019 | 14 | 2019 |
Multi-scale modeling of shock initiation of a pressed energetic material I: The effect of void shapes on energy localization Y Nguyen, P Seshadri, O Sen, DB Hardin, CD Molek, HS Udaykumar Journal of Applied Physics 131 (5), 2022 | 13 | 2022 |
PARC: Physics-aware recurrent convolutional neural networks to assimilate meso scale reactive mechanics of energetic materials PCH Nguyen, YT Nguyen, JB Choi, PK Seshadri, HS Udaykumar, ... Science advances 9 (17), eadd6868, 2023 | 11 | 2023 |
Head‐To‐Head Comparison of Molecular and Continuum Simulations of Shock‐Induced Collapse of an Elongated Pore in an Energetic Molecular Crystal YT Nguyen, D Perera, P Zhao, T Sewell, HS Udaykumar Propellants, Explosives, Pyrotechnics 47 (8), e202200016, 2022 | 8 | 2022 |
Meso-scale simulation of energetic materials. I. A method for generating synthetic microstructures using deep feature representations S Roy, YT Nguyen, C Neal, S Baek, HS Udaykumar Journal of Applied Physics 131 (5), 2022 | 6 | 2022 |
Meso-scale simulation of energetic materials. II. Establishing structure–property linkages using synthetic microstructures PK Seshadri, YT Nguyen, O Sen, HS Udaykumar Journal of Applied Physics 131 (5), 2022 | 6 | 2022 |
A model for crack formation during active solid pyrolysis of a char-forming solid: crack patterns; surface area generation; volatile mass efflux IS Wichman, YT Nguyen, TJ Pence Combustion Theory and Modelling 24 (5), 903-925, 2020 | 6 | 2020 |
Crack morphology evolution due to pyrolysis and combustion in solids YT Nguyen Michigan State University, 2019 | 5 | 2019 |
Multi-scale modeling of shock initiation of a pressed energetic material. II. Effect of void–void interactions on energy localization YT Nguyen, PK Seshadri, O Sen, DB Hardin, CD Molek, HS Udaykumar Journal of Applied Physics 131 (21), 2022 | 4 | 2022 |
Cracking during flame spread over pyrolyzing solids Y Nguyen, IS Wichman, TJ Pence Progress in Scale Modeling, an International Journal 1 (1), 9, 2020 | 4 | 2020 |
Multi-scale modeling of shock initiation of a pressed energetic material III: Effect of Arrhenius chemical kinetic rates on macro-scale shock sensitivity P Parepalli, YT Nguyen, O Sen, DB Hardin, CD Molek, EJ Welle, ... Journal of Applied Physics 135 (8), 2024 | 2 | 2024 |
Physically Evocative Meso-Informed Burn Model: Topology of Evolving Hotspot Fields HS Udaykumar, YT Nguyen, P Kumar Seshadri Journal of propulsion and power 38 (6), 920-934, 2022 | 2 | 2022 |
Physics-Aware Recurrent Convolutional (PARC) Neural Networks to Assimilate Meso-scale Reactive Mechanics of Energetic Materials PCH Nguyen, JB Choi, YT Nguyen, PK Seshadri, HS Udaykumar, S Baek ArXiv. org, 2022 | 2 | 2022 |
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling PCH Nguyen, X Cheng, S Arfaza, P Seshadri, YT Nguyen, M Kim, S Choi, ... arXiv preprint arXiv:2402.12503, 2024 | 1 | 2024 |
Physically evocative meso-informed sub-grid source term for energy localization in shocked heterogeneous energetic materials YT Nguyen, PK Seshadri, HS Udaykumar Journal of Applied Physics 134 (16), 2023 | 1 | 2023 |
Structure-property-performance linkages for heterogeneous energetic materials using deep-learning generated synthetic microstructures PK Seshadri, Y Nguyen, S Roy, O Sen, HS Kumar APS March Meeting Abstracts 2021, C23. 010, 2021 | 1 | 2021 |
Atomistics-consistent continuum models and pore-collapse-generated hotspot temperatures in energetic crystals I: beta-1, 3, 5, 7-tetranitro-1, 3, 5, 7-tetrazocane (beta-HMX) YT Nguyen, C Okafor, P Zhao, O Sen, CR Picu, T Sewell, HS Udaykumar | | 2024 |