Full Papers
Original research contributions with substantial technical depth and experimental validation.
Machine Learning/CORE Unranked
AI4Mat-ICLR 2026
AI for Accelerated Materials Design - ICLR 2026
AI4Mat-ICLR 2026 is a workshop focused on the intersection of artificial intelligence and materials science, aiming to foster collaboration between researchers in machine learning and materials discovery. It provides a platform for presenting novel AI-driven methods for materials design, characterization, and property prediction, with an emphasis on reproducibility and real-world impact.
Key deadlines
Verified September 9, 2026Full paper
February 2, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
February 2, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
Preliminary results, novel ideas, or focused case studies with clear potential for impact.
Datasets and Benchmarks
Curated datasets, standardized benchmarks, or evaluation protocols for AI in materials science.
Reproducibility Papers
Work focused on reproducing or validating prior results in AI4Mat, including failed replications and lessons learned.
Research areas in scope
01
AI for Materials Science
Machine learning for materials discoveryGenerative models for novel materialsPhysics-informed neural networks for materialsMultimodal learning for materials dataExplainable AI for materials propertiesTransfer learning across materials systemsActive learning and Bayesian optimization for materials designGraph neural networks for crystal and molecular representationsAI for high-throughput screening and simulationAI-driven characterization of materials (e.g., microscopy, spectroscopy)
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Full papers are limited to 8 pages, short papers to 4 pages, excluding references.
- Dual submission to other conferences or journals is not allowed during review.
- Author lists cannot be changed after the submission deadline.
- All submissions must include a statement on the use of AI tools in research and writing.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Official conference siteSubmissionsSubmissions - AI4Mat-ICLR-2026Submissions - AI4Mat-NeurIPS-2025Submissions - AI4Mat-ICLR-2025Submissions - AI4Mat-NeurIPS-2024
Last verified September 9, 2026