3 papers
cs.IR2026
AI Prior Art Search: Semantic Clusters and Evaluation Infrastructure
Boris Genin, Alexander Gorbunov, Dmitry Zolkin +1
The key to success in automating prior art search in patent research using artificial intelligence (AI) lies in developing large datasets for machine learning (ML) and ensuring the…
cond-mat.stat-mech2025
Analytic expressions for estimation of the critical properties of inhomogeneous Ising models
Vladislav Egorov, Stepan Osipov
In many applications of spin models, the fast estimation of their critical temperatures and other physical properties is of great importance. In this work, we present the analytica…
cond-mat.mtrl-sci2025
Path-integral molecular dynamics with actively-trained and universal machine learning force fields
A. A. Solovykh, N. E. Rybin, I. S. Novikov +1
Accounting for nuclear quantum effects (NQEs) can significantly alter material properties at finite temperatures. Atomic modeling using the path-integral molecular dynamics (PIMD)…