Follow
Sidhartha Roy
Sidhartha Roy
ML @ Devron.ai
Verified email at uiowa.edu - Homepage
Title
Cited by
Cited by
Year
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
902020
Unsupervised Learning-Based Multiscale Model of Thermochemistry in 1, 3, 5-Trinitro-1, 3, 5-triazinane (RDX)
MN Sakano, A Hamed, EM Kober, N Grilli, BW Hamilton, MM Islam, ...
The Journal of Physical Chemistry A 124 (44), 9141-9155, 2020
462020
Modeling mesoscale energy localization in shocked HMX, Part II: training machine-learned surrogate models for void shape and void–void interaction effects
S Roy, NK Rai, O Sen, DB Hardin, AS Diggs, HS Udaykumar
Shock Waves 30 (4), 349-371, 2020
302020
Structure–property–performance linkages for heterogenous energetic materials through multi-scale modeling
S Roy, O Sen, NK Rai, M Moon, E Welle, C Molek, KK Choi, ...
Multiscale and Multidisciplinary Modeling, Experiments and Design 3, 265-293, 2020
212020
Structure–property linkage in shocked multi-material flows using a level-set-based Eulerian image-to-computation framework
S Roy, NK Rai, O Sen, HS Udaykumar
Shock Waves 30 (5), 443-472, 2020
172020
Thermodynamic analysis of compression ignition engine using neat Karanja oil under varying compression ratio
MK Rath, SK Acharya, S Roy
International Journal of Ambient Energy 37 (1), 94-102, 2016
172016
Exergy and energy analysis of diesel engine using karanja methyl ester under varying compression ratio
M Rath, S Acharya
International Journal of Engineering 27 (8), 1259-1268, 2014
112014
Modeling meso-scale energy localization in shocked HMX, Part II: machine learned surrogate models for void interactions and void shape effects
S Roy, NK Rai, O Sen, HS Udaykumar
Phys. Rev. Fluids, 0
6
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
52022
Effect of local void morphology on the reaction initiation mechanism in the case of pressed HMX
S Roy, N Rai, HS Udaykumar
APS Shock Compression of Condensed Matter Meeting Abstracts, M9. 030, 2017
22017
Establishing structure-property-performance linkages for energetic materials
S Roy, O Sen, N Rai, MY Moon, K Choi, C Molek, E Welle, A Diggs, ...
Bulletin of the American Physical Society 64, 2019
12019
Federated learning platform and methods for using same
K Chopra, S Roy
US Patent US20220261697A1, 2022
2022
Shocked into Shock: Cardioversion-Induced Shock with Multi-Organ Injury
M Freedman, K Kapoor, S Roy
Cardiol Vasc Res 6 (2), 1-5, 2022
2022
Structure-property-performance linkage using machine learning based multiscale models for shocked heterogenous materials
S Roy
The University of Iowa, 2020
2020
Meso-Informed Scaled Unified Reactive Front (MISURF) burn model for the shock response of pressed HMX
S Lee, O Sen, S Roy, HS Udaykumar
Bulletin of the American Physical Society 64, 2019
2019
A framework for propagation of uncertainties from meso-to continuum scale computational models for shock-to-detonation transition in energetic materials.
O Sen, S Roy, S Lee, N Rai, MY Moon, KK Choi, HS Udaykumar
Bulletin of the American Physical Society 64, 2019
2019
Morphological effects on sensitivity of heterogeneous energetic materials
S Roy, N Rai, O Sen, HS Udaykumar
APS Shock Compression of Condensed Matter Meeting Abstracts, S2. 005, 2017
2017
Study of Effects of Void Size and Shock Strength on Shock Initiation due to Void Collapse in Heterogeneous Energetic Materials
Sidhartha Roy, Oishik Sen, Nirmal Kumar Rai, H S Udaykumar
13th U.S. National Congress on Computational Mechanics, July 26 – 30, 2015 …, 2015
2015
Study of void sizes and loading configurations effects on shock initiation due to void collapse in heterogeneous energetic materials
S Roy, N Rai, HS Udaykumar
APS Shock Compression of Condensed Matter Meeting Abstracts, S2. 002, 2015
2015
Effect of Impeller Speed Perturbation in a Rushton Impeller Stirred Tank
S Acharya, S Roy
ASME Digital Collection, 2012
2012
The system can't perform the operation now. Try again later.
Articles 1–20