Dong Hyeon Mok

Sogang University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Scientific Discovery & Drug Design (2)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

Frequent co-authors

Seoin Back (2)Jonggeol Na (1)Victor Fung (1)Guoxiang Hu (1)

Papers (2)

Jun 16, 2026

Sogang UniversityJun 16, 2026·also Ewha Womans University, KIST, Korea U

Toward Controllable Catalyst Inverse Design via Large-Scale Autoregressive Pretraining

Achieving 98% structural validity and a four-fold improvement in binding energy conditioning, this model revolutionizes how we design catalysts by directly generating structures tailored to desired properties.

Dong Hyeon Mok, Jonggeol Na, Seoin Back

Scientific Discovery & Drug Design

Feb 25, 2026

Sogang UniversityFeb 25, 2026·also Ewha Womans University, KIST, Korea U

Reasoning-Driven Design of Single Atom Catalysts via a Multi-Agent Large Language Model Framework

LLMs can now autonomously discover catalysts that defy established chemical scaling laws, hinting at a future where AI accelerates materials science breakthroughs.

Dong Hyeon Mok, Seoin Back, Victor Fung +1

Reasoning & Chain-of-Thought Scientific Discovery & Drug Design Tool Use & Agents

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Dong Hyeon Mok

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)