Call for Poster Abstracts

We invite submissions of poster abstracts on original research related to physics-informed learning for sustainable energy systems. Relevant topics may include, but are not limited to:

• Theoretical and methodological foundations of physics-informed learning
• Principled machine learning approaches for optimization and control
• Physics- and structure-informed learning for power and energy systems
• Data-driven methods for reliable operation of safety-critical infrastructure
• Empirical studies and deployments in sustainable energy applications

Accepted abstracts will be posted on the workshop webpage, and their associated posters will be presented in-person during the workshop poster session.

Important Dates

• Submission deadline: March 31 extended to April 25, 2026, anywhere on earth (AoE)
• Notification of acceptance: April 30, 2026
• Workshop date: June 22, 2026
• Submission site: https://eenergy26-piles.hotcrp.com/

Submission Requirements

• One-page extended abstract (not including references)
• PDF format using the ACM small template
• Include title, author names and affiliations, and a concise technical summary
• If the abstract describes previously published work, cite the full publication in the references

Reviewing Process

Submissions will be reviewed by the workshop organizers based on novelty, technical relevance, and fit with the workshop theme.