{"title":"Charge-Derived Polarization Fingerprints from Charge-Aware Molecular Dynamics: A Descriptor Framework for \u0000 \u0000 \u0000 \u0000 \u0000 BaTiO\u0000 \u0000 \u0000 3\u0000 \u0000 \u0000 \u0000 $$ {mathrm{BaTiO}}_3 $$","authors":"Junais Habeeb Mokkath","doi":"10.1002/jcc.70516","DOIUrl":"https://doi.org/10.1002/jcc.70516","url":null,"abstract":"<div>\u0000 \u0000 <p>Charge-aware molecular dynamics provides access to dynamically evolving effective atomic charges alongside conventional structural quantities. Here, we introduce a charge-derived polarization fingerprint framework for characterizing local polarization-active environments in <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msub>\u0000 <mrow>\u0000 <mtext>BaTiO</mtext>\u0000 </mrow>\u0000 <mrow>\u0000 <mn>3</mn>\u0000 </mrow>\u0000 </msub>\u0000 </mrow>\u0000 <annotation>$$ {mathrm{BaTiO}}_3 $$</annotation>\u0000 </semantics></math> using trajectories generated with a charge-aware neuroevolution potential (<span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>q</mi>\u0000 </mrow>\u0000 <annotation>$$ q $$</annotation>\u0000 </semantics></math>-NEP). Local <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msub>\u0000 <mrow>\u0000 <mtext>TiO</mtext>\u0000 </mrow>\u0000 <mrow>\u0000 <mn>6</mn>\u0000 </mrow>\u0000 </msub>\u0000 </mrow>\u0000 <annotation>$$ {mathrm{TiO}}_6 $$</annotation>\u0000 </semantics></math> environments are described using structural quantities, including Ti off-centering and Ti–O bond asymmetry, together with charge-derived descriptors such as the local <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msub>\u0000 <mrow>\u0000 <mtext>TiO</mtext>\u0000 </mrow>\u0000 <mrow>\u0000 <mn>6</mn>\u0000 </mrow>\u0000 </msub>\u0000 </mrow>\u0000 <annotation>$$ {mathrm{TiO}}_6 $$</annotation>\u0000 </semantics></math> dipole magnitude, charge asymmetry, and oxygen-charge fluctuations. Correlation analysis, density mapping, event-aligned trajectory analysis, and principal component analysis reveal coupled variations of structural and charge-derived descriptors across the sampled local environments. In particular, oxygen-charge fluctuations and local dipole magnitudes provide charge-response signatures that complement geometric descriptors in distinguishing transient polarization-active configurations. Independent <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msup>\u0000 <mrow>\u0000 <mtext>r</mtext>\u0000 </mrow>\u0000 <mrow>\u0000 <mn>2</mn>\u0000 </mrow>\u0000 </msup>\u0000 <mtext>SCAN</mtext>\u0000 </mrow>\u0000 <annotation>$$ {mathrm{r}}^2mathrm{SCAN} $$</annotation>\u0000 </seman","PeriodicalId":188,"journal":{"name":"Journal of Computational Chemistry","volume":"47 26","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149084204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0