2026 International Conference on Artificial Intelligence for Science (AI4Science 2026) is a premier forum bringing together AI researchers, domain scientists, engineers, and industry practitioners to advance the use of artificial intelligence across the natural and social sciences. The conference emphasizes bidirectional impact: (1) how AI methods unlock new scientific discoveries, simulations, and instruments; and (2) how scientific principles, data, and constraints drive the next generation of reliable, interpretable, and efficient AI. AI4Science features a single-track main program, workshops, tutorials, a datasets/benchmarks track, demos, a doctoral consortium, and a reproducibility & artifacts initiative. The aims of AI4Science include comprehensive coverage of foundational and applied AI that advances scientific inquiry across disciplines; rigor and reproducibility through principled modeling, uncertainty quantification, data governance, and transparent evaluation; cross-disciplinary collaboration by connecting AI method developers with scientists, instrument builders, and HPC communities; real-world impact via open datasets, benchmarks, and deployable systems for laboratories, observatories, and policy settings.
![]() | October 23-25, 2026 Conference Dates |
![]() | August 10, 2026 Full Paper Submission Date |
![]() | September 15, 2026 Registration Deadline |
![]() | September 25, 2026 Final Paper Submission Date |
Scientific machine learning;
physics-, chemistry-, and biology-informed learning,Causality, mechanistic models, ...
Data management & curation;
lab automation;
autonomous agents for experiments, ...
Physics, astronomy, cosmology, HEP/NP, plasma & fusion, materials science;
Inverse problems, instrument control, detector/beamline optimization, ...
All accepted full papers will be published in the conference proceedings and will be submitted to EI Compendex / Scopus for indexing.
Note: All submitted articles should report original research results, experimental or theoretical, not previously published or under consideration for publication elsewhere. Articles submitted to the conference should meet these criteria. We firmly believe that ethical conduct is the most essential virtue of any academics. Hence, any act of plagiarism or other misconduct is totally unacceptable and cannot be tolerated.