Marrying Causal Representation Learning with Dynamical Systems for Science Dingling Y ao, Caroline Muller, and Francesco Locatello Institute of Science and Technology Austria

Feb-16-2026, 06:38:28 GMT–Neural Information Processing Systems 

At the same time, the field of dynamical systems benefited from deep learning and scaled to countless applications but does not allow parameter identification.