Publications

Deep Equivariant Drag Coefficient Models for Satellite Re-Entry and Collision Analysis

Published in AAS/AIAA Space Flight Mechanics Meeting, 2025

Oral Presentation

Recommended citation: Neel Sortur, Smriti Nandan Paul, and Robin Walters. Deep Equivariant Drag Coefficient Models for Satellite Re-Entry and Collision Analysis. In AAS/AIAA Space Flight Mechanics Meeting, 2025.

Sample Efficient Modeling of Drag Coefficients for Satellites with Symmetry

Published in NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023

Recommended citation: Neel Sortur, Linfeng Zhao, Robin Walters. Sample Efficient Modeling of Drag Coefficients for Satellites with Symmetry. In NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023. https://openreview.net/forum?id=u7r2160QiP

The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry

Published in The Eleventh International Conference on Learning Representations (ICLR), 2023

Notable-top-25% (Spotlight)

Recommended citation: Dian Wang, Jung Yeon Park, Neel Sortur, Lawson L.S. Wong, Robin Walters, and Robert Platt. The surprising effectiveness of equivariant models in domains with latent symmetry. In International Conference on Learning Representations (ICLR), 2023. https://arxiv.org/pdf/2211.09231.pdf