Three pillars — Agents, Talent and Events — build a deployable AI4S open-source ecosystem.
The open-source Agent R&D and contribution hub. Provides the Agent marketplace, Mat-Benchmark scientific leaderboard, and the Data Alignment Lab.
View projectThe industry-academia "Expert Navigator" program. A think-tank of university professors and industry / instrument-OEM engineers.
View projectThe "Geek Pioneer" campus program. Cultivates AI4S young talent at universities and research institutes via open-source bootcamps.
View projectThe "Horizon" event IP. Includes Geek Night (WAU Night), AI4S Navigator Salons and the global hackathon.
View projectFrom fundamental science to industrial R&D, to lab automation — one Agent stack runs through it all.
Transformer and GNN-based retrosynthesis planning and drug design Agents.
DFT and MD acceleration, potential fitting, AI solvers for quantum many-body problems.
AlphaFold-style structure prediction, protein design and enzyme optimization Agent suite.
High-resolution climate downscaling, seismic inversion and extreme weather early-warning.
Brand, Logo, VI system and the official domain nexusai4s.org.cn — 100% of all IP has been transferred to the Tianjin University of Technology Education Development Foundation. The code remains Apache 2.0 forever.
Targeted donations from new-energy, pharmaceutical majors and social capital have been secured — earmarked for community brand building and events.
30+ developers and instrument-OEM engineers paired up to hack on-site. Next WAU Night: end of August — Protein Agent Engineering.
