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Updated: Feb 20, 2026

Monitoring the Effects of Illumination on the Structure of Conjugated Polymer Gels Using Neutron Scattering
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Monitoring the Effects of Illumination on the Structure of Conjugated Polymer Gels Using Neutron Scattering

Published on: December 21, 2017

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溶媒認識グラフニューラルネットワークによる光学特性の予測のための構成基準

Denis Potapov1,2, Sergei Rogovoi3,4, Kuzma Khrabrov3

  • 1AIRI, Moscow, Russia. potapov@airi.net.

Communications chemistry
|February 18, 2026
PubMed
まとめ

この研究では,3Dグラフニューラルネットワーク (GNN) の新しいデータセットとベンチマーク nablaColors-3Dを導入し,分子光学スペクトルを予測します. 私たちの新しいアプローチは,OLEDや太陽電池などの材料の予測精度を大幅に改善します.

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