| Mechanical properties of Austenitic Stainless Steel 304L and 316L at elevated temperatures RK Desu, HN Krishnamurthy, A Balu, AK Gupta, SK Singh Journal of Materials Research and Technology 5 (1), 13-20, 2016 | 225 | 2016 |
| Collaborative deep learning in fixed topology networks Z Jiang, A Balu, C Hegde, S Sarkar Advances in Neural Information Processing Systems 30, 2017 | 201 | 2017 |
| A case study of deep reinforcement learning for engineering design: Application to microfluidic devices for flow sculpting XY Lee, A Balu, D Stoecklein, B Ganapathysubramanian, S Sarkar Journal of Mechanical Design 141 (11), 111401, 2019 | 80 | 2019 |
| Learning localized features in 3D CAD models for manufacturability analysis of drilled holes S Ghadai, A Balu, S Sarkar, A Krishnamurthy Computer Aided Geometric Design 62, 263-275, 2018 | 79 | 2018 |
| Optimisation of turning parameters by integrating genetic algorithm with support vector regression and artificial neural networks AK Gupta, SC Guntuku, RK Desu, A Balu The International Journal of Advanced Manufacturing Technology 77, 331-339, 2015 | 73 | 2015 |
| Failure and formability studies in warm deep drawing of Ti–6Al–4V alloy N Kotkunde, AD Deole, AK Gupta, SK Singh, B Aditya Materials & Design 60, 540-547, 2014 | 73 | 2014 |
| A deep learning framework for design and analysis of surgical bioprosthetic heart valves A Balu, S Nallagonda, F Xu, A Krishnamurthy, MC Hsu, S Sarkar Scientific reports 9 (1), 18560, 2019 | 58 | 2019 |
| 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 | 49 | 2021 |
| Fast inverse design of microstructures via generative invariance networks XY Lee, JR Waite, CH Yang, BSS Pokuri, A Joshi, A Balu, C Hegde, ... Nature Computational Science 1 (3), 229-238, 2021 | 39 | 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 | 37 | 2021 |
| Support vector regression based flow stress prediction in austenitic stainless steel 304 RK Desu, SC Guntuku, B Aditya, AK Gupta Procedia Materials Science 6, 368-375, 2014 | 34 | 2014 |
| Decentralized deep learning using momentum-accelerated consensus A Balu, Z Jiang, SY Tan, C Hedge, YM Lee, S Sarkar ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 24 | 2021 |
| Flow shape design for microfluidic devices using deep reinforcement learning XY Lee, A Balu, D Stoecklein, B Ganapathysubramanian, S Sarkar arXiv preprint arXiv:1811.12444, 2018 | 24 | 2018 |
| NURBS-diff: A differentiable programming module for NURBS AD Prasad, A Balu, H Shah, S Sarkar, C Hegde, A Krishnamurthy Computer-Aided Design 146, 103199, 2022 | 23 | 2022 |
| Multi-level 3D CNN for learning multi-scale spatial features S Ghadai, X Yeow Lee, A Balu, S Sarkar, A Krishnamurthy Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 23 | 2019 |
| A deep 3d convolutional neural network based design for manufacturability framework A Balu, KG Lore, G Young, A Krishnamurthy, S Sarkar arXiv preprint arXiv:1612.02141, 2016 | 19 | 2016 |
| An exponential strain dependent Rusinek–Klepaczko model for flow stress prediction in austenitic stainless steel 304 at elevated temperatures AK Gupta, HN Krishnamurthy, P Puranik, SK Singh, A Balu Journal of Materials Research and Technology 3 (4), 370-377, 2014 | 17 | 2014 |
| NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs B Khara, A Balu, A Joshi, S Sarkar, C Hegde, A Krishnamurthy, ... Engineering with Computers, 1-23, 2024 | 15 | 2024 |
| A fast saddle-point dynamical system approach to robust deep learning Y Esfandiari, A Balu, K Ebrahimi, U Vaidya, N Elia, S Sarkar Neural Networks 139, 33-44, 2021 | 14* | 2021 |
| Multi-resolution 3D convolutional neural networks for object recognition S Ghadai, X Lee, A Balu, S Sarkar, A Krishnamurthy arXiv preprint arXiv:1805.12254 4, 2018 | 14 | 2018 |
Soumik SarkarDirector, Translational AI Center, Professor, Iowa State UniversityVerified email at iastate.edu