3 papers
cs.LG2026
Symbolic regression for defect interactions in 2D materials
Mikhail Lazarev, Andrey Ustyuzhanin
Machine learning models have become firmly established across all scientific fields. Extracting features from data and making inferences based on them with neural network models of…
cs.LG2025
Cardiac mortality prediction in patients undergoing PCI based on real and synthetic data
Daniil Burakov, Ivan Petrov, Dmitrii Khelimskii +2
Patient status, angiographic and procedural characteristics encode crucial signals for predicting long-term outcomes after percutaneous coronary intervention (PCI). The aim of the…
cs.LG2025
MiAD: Mirage Atom Diffusion for De Novo Crystal Generation
Andrey Okhotin, Maksim Nakhodnov, Nikita Kazeev +3
In recent years, diffusion-based models have demonstrated exceptional performance in searching for simultaneously stable, unique, and novel (S.U.N.) crystalline materials. However,…