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Updated: Apr 18, 2026

Orientational Transition in a Liquid Crystal Triggered by the Thermodynamic Growth of Interfacial Wetting Sheets
Published on: May 15, 2017
Local environment neighbor sensitivity analysis: visualization of cation effect at liquid-solid interface
Ryosuke Jinnouchi1, Masao Suzuki Shibata1
1Toyota Central R&D Labs., Inc, Nagakute 480-1192, Aichi, Japan. jryosuke@mosk.tytlabs.co.jp.
Abstract:
We present a method to extract the effects of environmental neighbors on local energies in heterogeneous systems from machine-learning force fields and demonstrate its ability to visualize cation-induced stabilization of hydroxyl groups on Pt in water.
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