RESEARCH PAPER · Computational Materials Science · 2026
Sample-efficient active learning for materials informatics using integrated posterior variance
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The Problem of Representational Harm in Materials Dataset Construction
Journal of Artificial Intelligence for Materials Science · 2025-01-01
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Langmuir · 2026-04-07
Makaila Hammond, Qia Ke, Aryan Deshwal, Cory M. Simon, Alison Bain
Read original paper ↗ ·Visualization-driven physics-informed modeling of energetics with demonstrated transfer between configurationally isomorphic substitutional alloys
Results in Physics · 2026-06-30
Gholamhosain Haidari, Zahra Mosleh
Read original paper ↗ ·Active learning for data-scarce multi-objective polymer design: Robust strategies with experimental validation
Results in Engineering · 2026-07-14
Yu-Chieh Wei, Wei-Che Chang, Po-An Tsai, Chen-Yu Bai, Ruei‐Jing Chu, Chia-Wen Mu, Chin‐Wen Chen, Chuin-Shan Chen
Read original paper ↗ ·Data as the Backbone of Artificial Intelligence: Insights from Heterogeneous Catalysis
ACS Catalysis · 2026-08-10
Dongjae Shin, Ruchika Mahajan, Zan Lian, Jake A. Heinlein, Matteo Cargnello, Christopher J. Tassone, Kirsten T. Winther
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