**** CFP for AIAS '25 **** * *AI for Accelerated Research Symposium*

*October 27–28, 2025 — San Francisco, CA*

With the deadline for submissions coming up August 1, we wanted to invite submissions of original research, position papers, and visionary ideas that explore how AI is reshaping the research lifecycle and accelerating scientific discovery.

Areas of interest include, but are not limited to: machine reading and knowledge extraction, intelligent data collection, automated hypothesis generation, and AI- driven exploration across scientific domains. This premier annual event brings together leading thinkers from academia, industry, and government to examine the transformative impact of AI on science and to foster cross-disciplinary collaboration at the frontier of innovation.

We welcome contributions addressing both foundational advances and real-world applications in the following areas:

- *Scientific Knowledge Extraction form Literature and Representation: *Extraction of Ontologies, automated reasoning systems, and AI-enhanced platforms for organizing, linking, and accelerating research findings across domains. - *Data collection and synthesis using AI:* Applications of generative architectures for molecule generation, experiment simulation, or synthetic data generation. - *Physics-Informed AI and Scientific Machine Learning: *AI models that embed physical laws or constraints to enhance interpretability, generalization, and scientific fidelity. - *Neuro-Symbolic AI: *Hybrid models combining neural networks with symbolic reasoning to advance scientific in- ference, automation, and logic-based discovery. - *Large Language Models (LLMs) and Conversational AI for Science: *Use of LLMs and agent-based systems to support literature mining, hypothesis generation, scientific coding, and collaborative research workflows. - *AI for Multidisciplinary Research:* Bridging disciplinary boundaries with LLMs. Enabling clearer communication and collabo- ration across research fields. Applied AI techniques reshaping discovery pipelines in founda- tional sciences and engineering systems.

*Keynote Speakers:* • Jennifer Doudna (Berkeley) • Anima Anandkumar (Caltech) • David Baker (University of Washington) Interactive Sessions: Plenary lectures, panel discussions, breakout groups, and hands-on demos. Prize AI Accelerated Research Award Ceremony: Honoring breakthrough contributions from emerging scientists.

*Interactive Sessions:* Plenary lectures, panel discussions, breakout groups, and hands-on demos. *AI Accelerated Research Award Ceremony:* Honoring breakthrough contributions from emerging scientists.

*Important Dates* • Submission Deadline: August 1, 2025 • Notification of Acceptance: August 31, 2025 • Symposium Dates: October 26–28, 2025

*Submission Details*

We welcome: • Full research papers (6–8 pages) • Short papers (2–4 pages) • Extended abstracts (up to 2 pages) • Vision or position papers (up to 4 pages) Submissions must follow the AIAS formatting guidelines and be submitted via the symposium website. see more at https://aias2025.org/

CFP details and submissions: https://aias2025.org/call-for-papers/

Organizing Committee:

- Jennifer Chayes, Dean of the College of Computing, Data Science, and Society at UC Berkeley - Yan Li, Executive Director of Scientific Programs, Chen InstitutePietro Perona - Allan E. Puckett Professor of Electrical Engineering and Computation and Neural Systems, Caltech - Mengdi Wang, Associate Professor of Electrical and Computer Engineering and the Center for Statistics and Machine Learning, Princeton - Parisa Kordjamshidi, Associate Professor of Computer Science and Engineering, Michigan State University - Hamid Karimian, Research Assistant Professor of Computer Science and Engineering, Michigan State University

See more at https://aias2025.org/

CFP details and submissions: https://aias2025.org/call-for-papers/ ᐧ