| 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 | 279 | 2016 |
| Collaborative deep learning in fixed topology networks Z Jiang, A Balu, C Hegde, S Sarkar Advances in Neural Information Processing Systems 30, 2017 | 233 | 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 | 100 | 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 | 93 | 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 (1), 331-339, 2015 | 89 | 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 | 71 | 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 | 66 | 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 | 59 | 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 | 59 | 2021 |
| Evaluating neural radiance fields for 3d plant geometry reconstruction in field conditions MA Arshad, T Jubery, J Afful, A Jignasu, A Balu, ... Plant Phenomics 6, 0235, 2024 | 49 | 2024 |
| 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 | 47 | 2022 |
| Support vector regression based flow stress prediction in austenitic stainless steel 304 RK Desu, SC Guntuku, AK Gupta Procedia Materials Science 6, 368-375, 2014 | 39 | 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 | 30 | 2021 |
| 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 40 (5), 2761-2783, 2024 | 28 | 2024 |
| 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 | 28 | 2019 |
| 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 | 27 | 2018 |
| Comparative analysis of different machine vision algorithms for tool wear measurement during machining MA Makhesana, PJ Bagga, KM Patel, HD Patel, A Balu, N Khanna Journal of Intelligent Manufacturing 36 (7), 4567-4591, 2025 | 24 | 2025 |
| Zero‐shot insect detection via weak language supervision B Feuer, A Joshi, M Cho, S Chiranjeevi, ZK Deng, A Balu, AK Singh, ... The Plant Phenome Journal 7 (1), e20107, 2024 | 23 | 2024 |
| Towards foundational ai models for additive manufacturing: Language models for g-code debugging, manipulation, and comprehension A Jignasu, K Marshall, B Ganapathysubramanian, A Balu, C Hegde, ... arXiv preprint arXiv:2309.02465, 2023 | 22 | 2023 |
Soumik SarkarDirector, Translational AI Center, Professor, Iowa State UniversityVerified email at iastate.edu
