56 citations · 82 across the 8 of their papers we have counts for
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math.NA2022★ 9 cited
Linear scaling computation of forces for the domain-decomposition linear Poisson--Boltzmann method
Abhinav Jha, Michele Nottoli, Aleksandr Mikhalev +2
The Linearized Poisson--Boltzmann (LPB) equation is a popular and widely accepted model for accounting solvent effects in computational (bio-) chemistry. In the present article we…
cs.LG2022
Memory-Efficient Backpropagation through Large Linear Layers
Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa +3
In modern neural networks like Transformers, linear layers require significant memory to store activations during backward pass. This study proposes a memory reduction approach to…