Brooks Kinch

According to our database, Brooks Kinch authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Hybridizable Neural Time Integrator for Stable Autoregressive Forecasting.

Brooks Kinch, Xiaozhe Hu, Yilong Huang, Martine Dyring Hansen, Sunniva Meltzer, Nathaniel Donald Hamlin, David Sirajuddin, Eric C. Cyr, Nathaniel Trask

CoRR, April, 2026

Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs.

Benjamin D. Shaffer, Shawn Koohy, Brooks Kinch, M. Ani Hsieh, Nathaniel Trask

CoRR, February, 2026

2025

Multi-robot Multi-source Localization in Complex Flows with Physics-Preserving Environment Models.

Benjamin D. Shaffer, Victoria Edwards, Brooks Kinch, Nathaniel Trask, M. Ani Hsieh

CoRR, September, 2025

Physics-informed sensor coverage through structure preserving machine learning.

Benjamin D. Shaffer, Brooks Kinch, Joseph Klobusicky, M. Ani Hsieh, Nathaniel Trask

CoRR, September, 2025

Structure-Preserving Digital Twins via Conditional Neural Whitney Forms.

Brooks Kinch, Benjamin D. Shaffer, Elizabeth Armstrong, Michael Meehan, John Hewson, Nathaniel Trask

CoRR, August, 2025