Oct14Evelyne Ringoot and Rabab Alomairy publish "A GPU-resident Memory-Aware Algorithm for Accelerating Bidiagonalization of Banded Matrices"
Sep17Emmanuel Lujan and Alan Edelman publish "When Structure is Silent: Opportunities for Algorithmic Dispatch in Linear Algebra" in the IEEE High Performance Extreme Computing Conference
Sep14Rushil N. Shah, Emmanuel Lujan, Rabab Alomairy, and Alan Edelman publish "Data-Driven Dynamic Algorithm Dispatch with Large Language Models" in the IEEE High Performance Extreme Computing Virtual Conference, where it received an Outstanding Short Paper Award
Sep1Ferguson et al. release "The Future of Artificial Intelligence and the Mathematical and Physical Sciences (AI+MPS)"
Aug11Emmanuel Lujan presents "Fast density functional theory for training machine learning interatomic potentials via large-scale atomistic sampling" at the IAIFI Summer Workshop, Harvard University, co-authored with Rabab Alomairy and Spencer Wyant
Aug8Evelyne Ringoot, Rabab Alomairy, and Valentin Churavy publish "Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision"
Jul23Rushil Shah presents "Automated Algorithm Selection Discovery via LLMs" at JuliaCon 2025 (Lightning Talk), co-authored with Emmanuel Lujan and Rabab Alomairy
Jul4Vaibhav Dixit and David Hofmann co-author "Scientific machine learning of chaotic systems discovers governing equations for neural populations"
Jul1Emmanuel Lujan, Rushil N. Shah, Rabab Alomairy, and Alan Edelman release "SmartSolve.jl: AI for Algorithmic Discovery" on Zenodo
Jun4Utkarsh et al. release "Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints" (NeurIPS 2025)
May26Avik Pal releases "Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints"
Mar8Rabab Alomairy presents "Accelerating Neural Network Interatomic Potentials through Dimension Reduction Using Julia" at Women in Data Science Cambridge, co-authored with Emmanuel Lujan, Spencer Wyant, Julian Samaroo, Joanna Zou, Ralf Meyer, and Alan Edelman
Feb12Edwin Ouko, Emmanuel Lujan, Alan Edelman, and Robert Metcalfe publish "Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays" in the Proceedings of the 50th Workshop on Geothermal Reservoir Engineering
Feb1Alomairy et al. publish "Scalable Hamming Distance Computation Using Accelerated Matrix Transformations"
Feb1Carlson et al. release "C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment..." in arXiv
Jan28Songchen Tan releases "Scalable higher-order nonlinear solvers via higher-order automatic differentiation"
