CFP: International Conference on Scientific Computing and Machine Learning (SCML2026)

[Takaharu Yaguchi]

Dear all,

We are delighted to announce the call for papers for the International Conference on Scientific Computing and Machine Learning (SCML2026, http://scml.jp ), which will be held in Bath University from September 14 to 17, 2026.

In recent years, machine learning methods for scientific computing have attracted much attention. Many methods are a combination of machine learning and/or theories of physics and/or computational mathematics. This conference aims to showcase the latest research in these areas, which have been fragmented while pursuing research in the same direction, to bridge the gap between them, and to promote collaboration.

Topics will include, but not limited to

• ML for inverse problems
• ML for differential equations
• Operator learning
• Neural ODEs and reconstruction of dynamics
• Generative modelling
• Geometric deep learning
• Applications to:
• Geo and environmental sciences (including weather and climate forecasting)
• Medical imaging
• Control theory
• electromagnetics
• drug discovery

The deadline for submission is May 8 (but it may be postponed for a week or so.) Please contact the organizers at yag...@imi.kyushu-u.ac.jp with any questions.

Thank you very much indeed for your consideration.

SCML2026 Organizing Committee