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20242026
most citedLeveraging Data Mining, Active Learning, and Domain Adaptation in a Multi-Stage, Machine Learning-Driven Approach for the Efficient Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2025

Hierarchical Deep Research with Local-Web RAG: Toward Automated System-Level Materials Discovery

Rui Ding, Rodrigo Pires Ferreira, Yuxin Chen +1

We present a long-horizon, hierarchical deep research (DR) agent designed for complex materials and device discovery problems that exceed the scope of existing Machine Learning (ML…