yongxinlyu/inverse-design-2d-perovskites: v1.0.0 – Code and data for inverse design of 2D DJ perovskites

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Authors: Yongxin Lyu
Cited by: 0

Abstract

This release provides the code and processed datasets supporting the manuscript: "Fingerprinting Organic Molecules for the Inverse Design of Two-Dimensional Hybrid Perovskites with Target Energetics" The release includes: Molecular fingerprinting and morphing code Machine-learning models for HOMO/LUMO prediction Synthesis feasibility screening tools Final candidate lists corresponding to Tables S4–S6 This version corresponds to the snapshot archived on Zenodo and should be used for citation and reproduction.

Fields of Study & Subjects

Machine Learning in Materials Science Perovskite Materials and Applications Advanced Chemical Physics Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
18 January 2026