| Machine learning assisted propeller design H Vardhan, P Volgyesi, J Sztipanovits Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical …, 2021 | 21 | 2021 |
| Rare event failure test case generation in learning-enabled-controllers H Vardhan, J Sztipanovits 2021 6th International Conference on Machine Learning Technologies, 34-40, 2021 | 19 | 2021 |
| Deep Learning based FEA Surrogate for Sub-Sea Pressure Vessel H Vardhan, J Sztipanovits 2022 6th International Conference on Computer, Software and Modeling (ICCSM …, 2022 | 17 | 2022 |
| Modeling and optimization of a longitudinally-distributed global solar grid H Vardhan, NM Sarkar, H Neema 2019 8th International Conference on Power Systems (ICPS), 1-6, 2019 | 11 | 2019 |
| Malaria detection using deep convolution neural network S Kumar, H Vardhan, S Priya, A Kumar arXiv preprint arXiv:2303.03397, 2023 | 10 | 2023 |
| Web-based platform for evaluation of resilient and transactive smart-grids H Neema, H Vardhan, C Barreto, X Koutsoukos 2019 7th Workshop on Modeling and Simulation of Cyber-Physical Energy …, 2019 | 10 | 2019 |
| Search for universal minimum drag resistance underwater vehicle hull using CFD H Vardhan, J Sztipanovits Springer Nature - Computational and Experimental Simulations in Engineering …, 2023 | 9 | 2023 |
| Constrained bayesian optimization for automatic underwater vehicle hull design H Vardhan, P Volgyesi, J Sztipanovits ACM/IEEE DESTION 2023 (Design Automation for CPS and IoT), Pages 116–121, 2023 | 9 | 2023 |
| Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression H Vardhan, U Timalsina, P Volgyesi, J Sztipanovits arXiv preprint arXiv:2211.10360, 2022 | 9 | 2022 |
| Reduced robust random cut forest for out-of-distribution detection in machine learning models H Vardhan, J Sztipanovits International Journal of Machine Learning and Computing 12 (5), https://www …, 2022 | 9 | 2022 |
| DeepAL for Regression Using -weighted Hybrid Query Strategy H Vardhan, J Sztipanovits ReALML at ICML2022, 2022 | 8 | 2022 |
| Fusion of ML with numerical simulation for optimized propeller design H Vardhan, P Volgyesi, J Sztipanovits arXiv preprint arXiv:2302.14740, 2023 | 7 | 2023 |
| Design and simulation platform for evaluation of grid distribution system and transactive energy H Neema, H Vardhan, C Barreto, X Koutsoukos Proceedings of the 6th Annual Symposium on Hot Topics in the Science of …, 2019 | 6 | 2019 |
| Exppo: Execution performance profiling and optimization for cps co-simulation-as-a-service YD Barve, H Neema, Z Kang, H Vardhan, H Sun, A Gokhale Journal of Systems Architecture 118, 102189, 2021 | 4 | 2021 |
| Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls H Vardhan, D Hyde, U Timalsina, P Volgyesi, J Sztipanovits arXiv preprint arXiv:2304.12420, 2023 | 1 | 2023 |
Janos SztipanovitsProfessor of EECS, Vanderbilt UniversityVerified email at vanderbilt.edu
