collective variables 1committor 1deep learning 1explainable AI 1magnetic field control 1molecular dynamics 1reaction coordinate 1rydberg atoms 1spin-orbit coupling 1supersolid 1xxz spin model 1
From the 2 of 2 papers with an AI index.
2 papers
cond-mat.quant-gas2026
Magnetic-field control of interactions in alkaline-earth Rydberg atoms and applications to {\it XXZ} models
Masaya Kunimi, Takafumi Tomita
The paper analyzes how magnetic fields modify the interactions between alkaline‑earth Rydberg atoms (Sr and Yb), showing that the resulting effective Hamiltonian is an XXZ spin mod…
physics.chem-ph2026
Deep learning of committor and explainable artificial intelligence analysis for identifying reaction coordinates
Toshifumi Mori, Kei-ichi Okazaki, Kang Kim +1
The paper presents a framework that uses deep neural networks to learn the committor function for identifying reaction coordinates in complex molecular systems, and applies explain…