- A GPU-resident Memory-Aware Algorithm for Accelerating Bidiagonalization of Banded Matrices
Evelyne Ringoot, Rabab Alomairy, Alan Edelman.
(2025). - A New Upper Bound For the Growth Factor in Gaussian Elimination with Complete Pivoting
Ankit Bisain, Alan Edelman, John Urschel.
arXiv (2025). DOI:10.48550/arXiv.2312.00994. - C codegen considered unnecessary: go directly to binary , do not pass C . Compilation of Julia code for deployment in model-based engineering
Fredrik Bagge Carlson, Cody Tapscott, Gabriel Baraldi, Chris Rackauckas.
arXiv (2025). DOI:10.48550/arXiv.2502.01128. - Data-Driven Dynamic Algorithm Dispatch with Large Language Models
Rushil N. Shah, Emmanuel Lujan, Rabab Alomairy, Alan Edelman.
IEEE High Performance Extreme Computing Conference (2025). DOI:. - Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays
Edwin Ouko, Emmanuel Lujan, Alan Edelman, Robert Metcalfe.
PROCEEDINGS , 50th Workshop on Geothermal Reservoir Engineering (2025). DOI:. - Efficient Symbolic Computation via Hash Consing
Bowen Zhu, Aayush Sabharwal, Songchen Tan, Yingbo Ma, Alan Edelman, Christopher Rackauckas.
(2025). - Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision
Evelyne Ringoot, Rabab Alomairy, Valentin Churavy, Alan Edelman.
(2025). - Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
Utkarsh Utkarsh, Pengfei Cai, Alan Edelman, Rafael Gomez-Bombarelli, Christopher Vincent Rackauckas.
(2025). - Scalable higher-order nonlinear solvers via higher-order automatic differentiation
Songchen Tan, Keming Miao, Alan Edelman, Christopher Rackauckas.
arXiv (2025). DOI:10.48550/arXiv.2501.16895. - Scalable Hamming Distance Computation Using Accelerated Matrix Transformations
Rabab M. Alomairy, Q. Cao, Hatem Ltaief, David E. Keyes, A. Edelman.
(2025). - Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints
Avik Pal, Alan Edelman, Christopher Rackauckas.
(2025). - SmartSolve.jl: AI for Algorithmic Discovery
Emmanuel Lujan, Rushil N. Shah, Rabab Alomairy, Alan Edelman.
Zenodo (2025). DOI:. - Stochastic Optimal Control via Local Occupation Measures
Flemming Holtorf, Alan Edelman, Christopher Rackauckas.
arXiv (2025). DOI:10.48550/arXiv.2211.15652. - The Future of Artificial Intelligence and the Mathematical and Physical Sciences (AI+MPS)
Andrew Ferguson, Marisa LaFleur, Lars Ruthotto, Jesse Thaler, Yuan-Sen Ting, Pratyush Tiwary, Soledad Villar, others.
(2025). - When Structure is Silent: Opportunities for Algorithmic Dispatch in Linear Algebra
Emmanuel Lujan, Alan Edelman.
IEEE High Performance Extreme Computing Conference (2025). DOI:10.1109/HPEC67600.2025.11196484.
