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cond-mat.mtrl-sci2026★ 1 cited
Machine Learning Framework for Characterizing Processing-Structure Relationship in Block Copolymer Thin Films
Bradley Lamb, Saroj Upreti, Yunfei Wang +5
The morphology of block copolymers (BCPs) critically influences material properties and applications. This work introduces a machine learning (ML)-enabled, high-throughput framewor…
cond-mat.mtrl-sci2025
Adaptive AI decision interface for autonomous electronic material discovery
Yahao Dai, Henry Chan, Aikaterini Vriza +14
AI-powered autonomous experimentation (AI/AE) can accelerate materials discovery but its effectiveness for electronic materials is hindered by data scarcity from lengthy and comple…