arXiv cs.LGPaper
FluxDisco: Symbolic Regression for Stoichiometric Dynamical Systems via Monte Carlo Graph Search
Symbolic regression that respects physics by baking in known stoichiometry. The idea is sound and the application domain (flux-based systems in chemistry and biology) is real. But it's a narrow tooling contribution. Matters if you're doing systems identification in biology or chemistry; irrelevant if you're not.