CALL FOR CONTRIBUTIONS CL4SM session at ELLIs UnConference, a NeurIPS Paris pre-event: https://badulion.github.io/cl4sm\_2026/ Machine learning models of scientific and engineering systems can fit the data well and still be physically wrong: they create or destroy mass and energy, produce negative c