51 citations · 56 across the 13 of their papers we have counts for
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q-bio.PE2024
Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad
Jonathan Warrell, Francesco Alesiani, Cameron Smith +2
Levels of selection and multilevel evolutionary processes are essential concepts in evolutionary theory, and yet there is a lack of common mathematical models for these core ideas.…
cs.LG2024
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
Viktor Zaverkin, Francesco Alesiani, Takashi Maruyama +5
The ability to perform fast and accurate atomistic simulations is crucial for advancing the chemical sciences. By learning from high-quality data, machine-learned interatomic poten…