| Cross-gradient aggregation for decentralized learning from non-iid data Y Esfandiari, SY Tan, Z Jiang, A Balu, E Herron, C Hegde, S Sarkar International conference on machine learning, 3036-3046, 2021 | 47 | 2021 |
| Algorithmically-consistent deep learning frameworks for structural topology optimization J Rade, A Balu, E Herron, J Pathak, R Ranade, S Sarkar, A Krishnamurthy Engineering Applications of Artificial Intelligence 106, 104483, 2021 | 36 | 2021 |
| Physics-consistent deep learning for structural topology optimization J Rade, A Balu, E Herron, J Pathak, R Ranade, S Sarkar, A Krishnamurthy arXiv preprint arXiv:2012.05359, 2020 | 8 | 2020 |
| Neural PDE solvers for irregular domains B Khara, E Herron, A Balu, D Gamdha, CH Yang, K Saurabh, A Jignasu, ... Computer-Aided Design 172, 103709, 2024 | 4 | 2024 |
| Deep learning-based 3D multigrid topology optimization of manufacturable designs J Rade, A Jignasu, E Herron, A Corpuz, B Ganapathysubramanian, ... Engineering Applications of Artificial Intelligence 126, 107033, 2023 | 4 | 2023 |
| Plant geometry reconstruction from field data using neural radiance fields A Jignasu, E Herron, TZ Jubery, J Afful, A Balu, B Ganapathysubramanian, ... 2nd AAAI Workshop on AI for Agriculture and Food Systems, 2023 | 4 | 2023 |
| Generative design of material microstructures for organic solar cells using diffusion models E Herron, XY Lee, A Balu, BSS Pokuri, B Ganapathysubramanian, ... AI for Accelerated Materials Design NeurIPS 2022 Workshop, 2022 | 2 | 2022 |
| Latent Diffusion Models for Structural Component Design E Herron, J Rade, A Jignasu, B Ganapathysubramanian, A Balu, S Sarkar, ... Computer-Aided Design 171, 103707, 2024 | | 2024 |
| Fast Unsupervised Generative Design for Structural Topology Optimization E Herron, A Jignasu, J Rade, XY Lee, A Balu, A Krishnamurthy, S Sarkar AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2022 | | 2022 |
| Multigrid Distributed Deep CNNs for Structural Topology Optimization J Rade, A Balu, E Herron, A Jignasu, S Botelho, S Adavani, S Sarkar, ... AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2021 | | 2021 |
