Publications 2026

A Full Three-Dimensional GPU-Accelerated Model for Deep Borehole Heat Exchangers (DBHEs) Enabling Simulation of Well Arrays
Collin Wittenstein, Emmanuel Lujan, Andrew Inglis, Robert Metcalfe, Alan Edelman, Hendrik Ranocha.
PROCEEDINGS , 51st Workshop on Geothermal Reservoir Engineering (2026). DOI:.
Arrays of Networked Standard Geothermal Wells
Robert Metcalfe, Emmanuel Lujan, Collin Wittenstein, Andrew Inglis, Alan Edelman.
PROCEEDINGS , 51st Workshop on Geothermal Reservoir Engineering (2026). DOI:.
Developing Surrogates for Epidemic Agent-Based Models via Scientific Machine Learning
Sharv Murgai, Utkarsh Utkarsh, Kyle C. Nguyen, Alan Edelman, Erin C.S. Acquesta, Christopher Vincent Rackauckas.
Machine Learning and the Physical Sciences Workshop @ NeurIPS 2025 (2026). DOI:.
End-to-End Probabilistic Framework for Learning with Hard Constraints
Utkarsh Utkarsh, Danielle C. Maddix, Ruijun Ma, Michael W. Mahoney, Bernie Wang.
The Fourteenth International Conference on Learning Representations (2026). DOI:.
Toward Portable GPU Performance: Julia Recursive Implementation of TRMM and TRSM
Vicki Carric, Maxwell Onyango, Rabab Alomairy, Evelyne Ringoot, James Schloss, Alan Edelman.
Springer Nature Switzerland (2026).