2 papers
cs.LG2026
Persistence-Augmented Neural Networks
Elena Xinyi Wang, Arnur Nigmetov, Dmitriy Morozov
Topological Data Analysis (TDA) provides tools to describe the shape of data, but integrating topological features into deep learning pipelines remains challenging, especially when…
cond-mat.soft2025
Topological potentials guiding protein self-assembly
Ivan Spirandelli, Arnur Nigmetov, Dmitriy Morozov +1
The simulated self-assembly of molecular building blocks into functional complexes is a key area of study in computational biology and materials science. Self-assembly simulations…