Zongmin Zhang — Publications & NewsAcademic updates from Zongmin Zhang, HKUST CS undergraduate and AI for Science researcher.https://nagatobigseven.github.io/2026-06-18T00:00:00ZZongmin Zhanghttps://nagatobigseven.github.io/AdsMind: A Physics-Grounded Multi-Agent System for Self-Correcting Discovery of Adsorption Configurations on Heterogeneous Catalyst Surfaceshttps://arxiv.org/abs/2606.191522026-06-18T00:00:00Z2026-06-18T00:00:00ZLed the implementation, benchmark design and cross-backend evaluation of AdsMind, a closed-loop, physics-grounded multi-agent system for autonomous adsorption-configuration discovery on heterogeneous catalyst surfaces. arXiv preprint arXiv:2606.19152, 2026.Autonomous Heterogeneous Catalyst Discovery with a Self-Evolving Multi-Agent Digital Twinhttps://arxiv.org/abs/2606.050502026-06-04T00:00:00Z2026-06-04T00:00:00ZConducted Codex-based ablation experiments and contributed to the evaluation of CatDT, a self-evolving multi-agent digital-twin framework for autonomous heterogeneous catalyst discovery. arXiv preprint arXiv:2606.05050, 2026.From Knowledge to Action: Outcomes of the 2025 LLM Hackathon for Applications in Materials Science and Chemistryhttps://arxiv.org/abs/2605.032052026-05-05T00:00:00Z2026-05-05T00:00:00ZLarge-author community report on LLM-enabled scientific workflows from an international hackathon at the intersection of large language models, materials science, and chemistry. arXiv preprint arXiv:2605.03205, 2026.