204 citations · 476 across the 32 of their papers we have counts for
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physics.comp-ph2025
One-shot acceleration of transient PDE solvers via online-learned preconditioners
Mikhail Khodak, Min Ki Jung, Brian Wynne +2
Data-driven acceleration of scientific computing workflows has been a high-profile aim of machine learning (ML) for science, with numerical simulation of transient partial differen…
cs.LG2025
Is Random Attention Sufficient for Sequence Modeling? Disentangling Trainable Components in the Transformer
Yihe Dong, Lorenzo Noci, Mikhail Khodak +1
The transformer architecture is central to the success of modern Large Language Models (LLMs), in part due to its surprising ability to perform a wide range of tasks - including ma…