Jaydeep Rade

Jaydeep Rade

Ph.D. Candidate (2024), 3D Deep Learning | Computer Vision, Iowa State University, Ames, Iowa, USA

Publications

You can also find my articles on my Google Scholar profile.

2024

  1. J. Rade, E. Herron, S. Sarkar, A. Sarkar, A. Krishnamurthy, “3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)”, Deep Learning for Geometric Computing (DLGC) Workshop, CVPR 2024.

  2. E. Herron, J. Rade, A. Jignasu, B. Ganapathysubramanian, A. Balu, S. Sarkar, A. Krishnamurthy, “Latent Diffusion Models for Structural Component Design”, Computer-Aided Design 2024, CAD 2024. article

2023

  1. J. Rade, A. Jignasu, E. Herron, A. Corpuz, B. Ganapathysubramanian, S. Sarkar, A. Balu, A. Krishnamurthy, “Deep Learning-based 3D Multigrid Topology Optimization of Manufacturable Designs”, EAAI 2023. article

2022

  1. J. Rade, S. Sarkar, A. Sarkar, A. Krishnamurthy, “3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images”, Machine Learning for Structural Biology (MLSB) Workshop , NeurIPS 2022. article

  2. J. Rade, J. Zhang, S. Sarkar, A. Krishnamurthy, J. Ren, A. Sarkar, “Deep Learning for Live Cell Shape Detection and Automated AFM Navigation”, Volume 9, Article No. 522, Bioengineering Journal 2022. article

  3. J. Rade, A. Balu, E. Herron, A. Jignasu, S. Botelho, S. Adavani, S. Sarkar, B. Ganapathysubramanian, A. Krishnamurthy, “Multigrid Distributed Deep CNNs for Structural Topology Optimization ”, AAAI-22 Workshop on AI for Design and Manufacturing (ADAM). article

  4. E. Herron, A. Jignasu, J. Rade, X. Lee, A. Balu, A. Krishnamurthy, S. Sarkar, “Fast Unsupervised Generative Design for Structural Topology Optimization”, AAAI-22 Workshop on AI for Design and Manufacturing (ADAM). article

2021

  1. J. Rade, J. Zhang, S. Sarkar, A. Krishnamurthy, J. Ren, A. Sarkar, “AI Guided Measurement of Live Cells Using AFM”, Modeling, Estimation and Control Conference, MECC 2021. article

  2. J. Rade, A. Balu, E. Herron, J. Pathak, R. Ranade, S. Sarkar, and A. Krishnamurthy, “Algorithmically-Consistent Deep Learning Frameworks for Structural Topology Optimization”, Engineering Applications of Artificial Intelligence 106, 104483, EAAI 2021. article

  3. J. Rade, “Deep Learning Frameworks for Structural Topology Optimization”, Graduate Theses and Dissertations, Iowa State University, 18592, 2021. thesis