Ethan Herron - RankMe

14 papers A* 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Hierarchical Agentic Framework for Autonomous Drone-Based Visual Inspection. CoRR Ethan Herron, Xian Yeow Lee, Gregory Sin, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Chetan Gupta
2025	J	`jnl`	Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries. CoRR Ali Rabeh, Ethan Herron, Aditya Balu, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
2025	J	`jnl`	MPFBench: A Large Scale Dataset for SciML of Multi-Phase-Flows: Droplet and Bubble Dynamics. J. Data-centric Mach. Learn. Res. Mehdi Shadkhah, Ronak Tali, Ali Rabeh, Cheng-Hau Yang, Ethan Herron, Abhisek Upadhyaya, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu, Baskar Ganapathysubramanian
2024	J	`jnl`	3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs). CoRR Jaydeep Rade, Ethan Herron, Soumik Sarkar, Anwesha Sarkar, Adarsh Krishnamurthy
2024	J	`jnl`	Latent Diffusion Models for Structural Component Design. Comput. Aided Des. Ethan Herron, Jaydeep Rade, Anushrut Jignasu, Baskar Ganapathysubramanian, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy
2024	J	`jnl`	Neural PDE Solvers for Irregular Domains. Comput. Aided Des. Biswajit Khara, Ethan Herron, Aditya Balu, Dhruv Gamdha, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Zhanhong Jiang, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian, Adarsh Krishnamurthy
2024	J	`jnl`	STITCH: Surface reconstrucTion using Implicit neural representations with Topology Constraints and persistent Homology. CoRR Anushrut Jignasu, Ethan Herron, Zhanhong Jiang, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy
2023	J	`jnl`	Deep learning-based 3D multigrid topology optimization of manufacturable designs. Eng. Appl. Artif. Intell. Jaydeep Rade, Anushrut Jignasu, Ethan Herron, Ashton M. Corpuz, Baskar Ganapathysubramanian, Soumik Sarkar, Aditya Balu, Adarsh Krishnamurthy
2023	J	`jnl`	Latent Diffusion Models for Structural Component Design. CoRR Ethan Herron, Jaydeep Rade, Anushrut Jignasu, Baskar Ganapathysubramanian, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy
2022	J	`jnl`	Neural PDE Solvers for Irregular Domains. CoRR Biswajit Khara, Ethan Herron, Zhanhong Jiang, Aditya Balu, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
2021	J	`jnl`	Algorithmically-consistent deep learning frameworks for structural topology optimization. Eng. Appl. Artif. Intell. Jaydeep Rade, Aditya Balu, Ethan Herron, Jay Pathak, Rishikesh Ranade, Soumik Sarkar, Adarsh Krishnamurthy
2021	A*	`conf`	Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. ICML Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
2021	J	`jnl`	Cross-Gradient Aggregation for Decentralized Learning from Non-IID data. CoRR Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
2020	J	`jnl`	Physics-consistent deep learning for structural topology optimization. CoRR Jaydeep Rade, Aditya Balu, Ethan Herron, Jay Pathak, Rishikesh Ranade, Soumik Sarkar, Adarsh Krishnamurthy