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Ethan Herron
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 9
Top Topics
Deep Learning
Irregularly Shaped
Complex Domains
Diffusion Models
Top Venues
CoRR
Comput. Aided Des.
Eng. Appl. Artif. Intell.
ICML
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Publications
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Ethan Herron
,
Jaydeep Rade
,
Anushrut Jignasu
,
Baskar Ganapathysubramanian
,
Aditya Balu
,
Soumik Sarkar
,
Adarsh Krishnamurthy
Latent Diffusion Models for Structural Component Design.
Comput. Aided Des.
171 (2024)
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
Neural PDE Solvers for Irregular Domains.
Comput. Aided Des.
172 (2024)
Jaydeep Rade
,
Anushrut Jignasu
,
Ethan Herron
,
Ashton Corpuz
,
Baskar Ganapathysubramanian
,
Soumik Sarkar
,
Aditya Balu
,
Adarsh Krishnamurthy
Deep learning-based 3D multigrid topology optimization of manufacturable designs.
Eng. Appl. Artif. Intell.
126 (2023)
Ethan Herron
,
Jaydeep Rade
,
Anushrut Jignasu
,
Baskar Ganapathysubramanian
,
Aditya Balu
,
Soumik Sarkar
,
Adarsh Krishnamurthy
Latent Diffusion Models for Structural Component Design.
CoRR
(2023)
Biswajit Khara
,
Ethan Herron
,
Zhanhong Jiang
,
Aditya Balu
,
Chih-Hsuan Yang
,
Kumar Saurabh
,
Anushrut Jignasu
,
Soumik Sarkar
,
Chinmay Hegde
,
Adarsh Krishnamurthy
,
Baskar Ganapathysubramanian
Neural PDE Solvers for Irregular Domains.
CoRR
(2022)
Jaydeep Rade
,
Aditya Balu
,
Ethan Herron
,
Jay Pathak
,
Rishikesh Ranade
,
Soumik Sarkar
,
Adarsh Krishnamurthy
Algorithmically-consistent deep learning frameworks for structural topology optimization.
Eng. Appl. Artif. Intell.
106 (2021)
Yasaman Esfandiari
,
Sin Yong Tan
,
Zhanhong Jiang
,
Aditya Balu
,
Ethan Herron
,
Chinmay Hegde
,
Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID data.
CoRR
(2021)
Yasaman Esfandiari
,
Sin Yong Tan
,
Zhanhong Jiang
,
Aditya Balu
,
Ethan Herron
,
Chinmay Hegde
,
Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data.
ICML
(2021)
Jaydeep Rade
,
Aditya Balu
,
Ethan Herron
,
Jay Pathak
,
Rishikesh Ranade
,
Soumik Sarkar
,
Adarsh Krishnamurthy
Physics-consistent deep learning for structural topology optimization.
CoRR
(2020)