Alan Edelman

Joined

July 2019

Names

Alan Edelman

Emails

****@math.mit.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Mathematics, CS & AI Lab, Massachusetts Institute of Technology (mit.edu)

1993 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

1990 – 1993

PhD Advisor

Lloyd Nick Trefethen

1985 – 1989

Expertise

Julia

2014 – 2025

Publications

Enforcing Constraints in Molecular and Crystalline Generative Models via Physics-Constrained Flow Matching
Pengfei Cai, Utkarsh Utkarsh, Nofit Segal, Akshay Subramanian, Katharina Jager, Elton Pan, Alan Edelman, Christopher Vincent Rackauckas, Rafael Gomez-Bombarelli
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
Utkarsh Utkarsh, Pengfei Cai, Alan Edelman, Rafael Gomez-Bombarelli, Christopher Vincent Rackauckas
- NeurIPS 2025 poster
- Readers: Everyone
Scalable higher-order nonlinear solvers via higher-order automatic differentiation
Songchen Tan, Keming Miao, Alan Edelman, Christopher Rackauckas
- CoRR 2025
- Readers: Everyone
Matrix Calculus (for Machine Learning and Beyond)
Paige Bright, Alan Edelman, Steven G. Johnson
- CoRR 2025
- Readers: Everyone
Tribute to Nick Higham
Alan Edelman
- Found. Comput. Math. 2024
- Readers: Everyone
Performance Bounds for Quantum Feedback Control
Flemming Holtorf, Frank Schäfer, Julian Arnold, Christopher Vincent Rackauckas, Alan Edelman
- IEEE Trans. Autom. Control. 2024
- Readers: Everyone
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms
Utkarsh, Valentin Churavy, Yingbo Ma, Tim Besard, Prakitr Srisuma, Tim Gymnich, Adam R. Gerlach, Alan Edelman, George Barbastathis, Richard Braatz, Christopher Vincent Rackauckas
- Computer Methods in Applied Mechanics and Engineering, Volume 419, 2024
- Readers: Everyone
Backpropagation through Back Substitution with a Backslash
Alan Edelman, Ekin Akyürek, Yuyang Wang
- SIAM J. Matrix Anal. Appl. 2024
- Readers: Everyone
Efficient GPU-Accelerated Global Optimization for Inverse Problems
Utkarsh, Vaibhav Kumar Dixit, Julian Samaroo, Avik Pal, Alan Edelman, Christopher Vincent Rackauckas
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
On a perturbation analysis of Higham squared maximum Gaussian elimination growth matrices
Alan Edelman, John Urschel, Bowen Zhu
- CoRR 2024
- Readers: Everyone

View all 106 publications

Co-Authors

View all 164 co-authors