most citedMaterealize: a multi-agent deliberation system for end-to-end material design and synthesis

3 citations · 3 across the 4 of their papers we have counts for

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cond-mat.mtrl-sci2026

Compiling Chemical Knowledge into Executable Descriptors for Materials Prediction

Jaehwan Choi, Kunik Jang, Seongmin Kim +5

Materials prediction depends critically on how scientific knowledge is represented, yet many governing considerations exist only as natural-language heuristics that conventional le…

cond-mat.mtrl-sci2026★ 3 cited

Materealize: a multi-agent deliberation system for end-to-end material design and synthesis

Seongmin Kim, Jaehwan Choi, Kunik Jang +4

We propose Materealize, a multi-agent system for end-to-end inorganic materials design and synthesis that orchestrates core domain tools spanning structure generation, property pre…