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Arulmurugan Senthilnathan
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Year
Markov Random Field based microstructure reconstruction using the principal image moments
A Senthilnathan, P Acar, M De Graef
Materials Characterization 178, 111281, 2021
182021
Shape moment invariants as a new methodology for uncertainty quantification in microstructures
A Senthilnathan, P Acar
AIAA Scitech 2021 Forum, 1697, 2021
92021
Multiscale Modeling for Texture and Grain Topology of Polycrystalline Microstructures Under Uncertainty
A Senthilnathan, P Acar
AIAA Journal 60 (8), 4969-4975, 2022
72022
Uncertainty quantification of metallic microstructures using principal image moments
A Senthilnathan, I Javaheri, H Zhao, V Sundararaghavan, M DeGraef, ...
Computational Materials Science 215, 111775, 2022
42022
Machine Learning Reinforced Multi-Scale Modeling of Microstructures under Uncertainties
MM Hasan, A Senthilnathan, P Acar
AIAA Scitech 2021 Forum, 1140, 2021
32021
New Methodologies for Grain Boundary Detection in EBSD Data of Microstructures
RK Catania, A Senthilnathan, J Sions, K Snyder, H Al-Ghaib, ...
AIAA SCITECH 2022 Forum, 1424, 2022
22022
Uncertainty Dominated Phase Transitions of 2-D Magnetic Materials
MM Hasan, A Senthilnathan, P Acar
AIAA SCITECH 2022 Forum, 0504, 2022
22022
Reconstructing Synthetic Surface Topography Maps from an Experimental Measurement Using a Markov Random Field Graphical Network
A Senthilnathan, P Acar, B Raeymaekers
Tribology Letters 71 (3), 85, 2023
12023
Microstructure-Sensitive Material Design with Physics-Informed Neural Networks
MM Hasan, ZE Eger, A Senthilnathan, P Acar
AIAA SCITECH 2023 Forum, 0539, 2023
12023
Uncertainty-Dominated Phase Transitions of Two-Dimensional Magnetic Materials
M Hasan, A Senthilnathan, P Acar
AIAA Journal 60 (5), 3357-3363, 2022
12022
Computational Characterization and Model Verification for 3D Microstructure Reconstruction of Additively Manufactured Materials
A Senthilnathan, I Javaheri, V Sundararaghavan, P Acar
AIAA SCITECH 2023 Forum, 0
1
Quantification of Aleatoric and Epistemic Uncertainty of Microstructures using Experiments and Markov Random Fields
MT Long, A Senthilnathan, P Acar
AIAA SCITECH 2024 Forum, 1002, 2024
2024
Exploring the Stochastic Performance of Metallic Microstructures With Multi-Scale Models
A Senthilnathan
Virginia Tech, 2023
2023
Grain Topology Quantification of Additively Manufactured Metallic Microstructures
H Zhao, A Senthilnathan, K Snyder, J Sions, P Acar
AIAA SCITECH 2023 Forum, 1669, 2023
2023
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