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Vishu Gupta
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Green synthesis, characterization and antimicrobial activity of zinc oxide quantum dots using Eclipta alba
AK Singh, P Pal, V Gupta, TP Yadav, V Gupta, SP Singh
Materials Chemistry and Physics 203, 40-48, 2018
1182018
Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data
V Gupta, K Choudhary, F Tavazza, C Campbell, W Liao, A Choudhary, ...
Nature communications 12 (1), 6595, 2021
882021
Enabling deeper learning on big data for materials informatics applications
D Jha, V Gupta, L Ward, Z Yang, C Wolverton, I Foster, W Liao, ...
Scientific reports 11 (1), 4244, 2021
502021
Moving closer to experimental level materials property prediction using AI
D Jha, V Gupta, W Liao, A Choudhary, A Agrawal
Scientific reports 12 (1), 11953, 2022
202022
BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties
V Gupta, W Liao, A Choudhary, A Agrawal
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
182022
Large scale benchmark of materials design methods
K Choudhary, D Wines, K Li, KF Garrity, V Gupta, AH Romero, JT Krogel, ...
arXiv preprint arXiv:2306.11688, 2023
122023
Mppredictor: An artificial intelligence-driven web tool for composition-based material property prediction
V Gupta, K Choudhary, Y Mao, K Wang, F Tavazza, C Campbell, W Liao, ...
Journal of Chemical Information and Modeling 63 (7), 1865-1871, 2023
112023
Efficient spoofing attack detection against unknown sample using end-to-end anomaly detection
T Ohki, V Gupta, M Nishigaki
2019 Asia-Pacific Signal and Information Processing Association Annual …, 2019
72019
Improving deep learning model performance under parametric constraints for materials informatics applications
V Gupta, A Peltekian, W Liao, A Choudhary, A Agrawal
Scientific reports 13 (1), 9128, 2023
62023
An AI-driven microstructure optimization framework for elastic properties of titanium beyond cubic crystal systems
Y Mao, M Hasan, A Paul, V Gupta, K Choudhary, F Tavazza, W Liao, ...
npj Computational Materials 9 (1), 111, 2023
52023
Pre-activation based representation learning to enhance predictive analytics on small materials data
V Gupta, W Liao, A Choudhary, A Agrawal
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
52023
Evolution of artificial intelligence for application in contemporary materials science
V Gupta, W Liao, A Choudhary, A Agrawal
MRS communications 13 (5), 754-763, 2023
42023
Unsupervised biometric anti-spoofing using generative adversarial networks
V Gupta, M Nishigaki, T Ohki
International Journal of Informatics Society 11 (1), 5, 2019
42019
Ai for learning deformation behavior of a material: predicting stress-strain curves 4000x faster than simulations
Y Mao, S Keshavarz, V Gupta, ACE Reid, W Liao, A Choudhary, ...
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
32023
JARVIS-Leaderboard: a large scale benchmark of materials design methods
K Choudhary, D Wines, K Li, KF Garrity, V Gupta, AH Romero, JT Krogel, ...
npj Computational Materials 10 (1), 93, 2024
22024
Structure-aware graph neural network based deep transfer learning framework for enhanced predictive analytics on diverse materials datasets
V Gupta, K Choudhary, B DeCost, F Tavazza, C Campbell, W Liao, ...
npj Computational Materials 10 (1), 1, 2024
22024
Physics-based data-augmented deep learning for enhanced autogenous shrinkage prediction on experimental dataset
V Gupta, Y Lyu, D Suarez, Y Mao, WK Liao, A Choudhary, WK Liu, ...
Proceedings of the 2023 Fifteenth International Conference on Contemporary …, 2023
22023
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification
Y Mao, V Gupta, K Wang, W Liao, A Choudhary, A Agrawal
2022 International Conference on Computational Science and Computational …, 2022
22022
Tight binding simulation study on zigzag single-walled carbon nanotubes
D Sharma, N Jaggi, V Gupta
International Journal of Modern Physics B 32 (03), 1850020, 2018
22018
Water Desalination using PSO-ANN Techniques: A Critical Review
R Mahadeva, M Kumar, V Gupta, G Manik, V Gupta, J Alawatugoda, ...
Digital Chemical Engineering, 100128, 2023
12023
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