Resolving positive semi-definiteness in physics-informed kernels for scientific machine learning

J. Moser, C. Albert, S. Ranftl

Many modern machine learning models can be understood as kernel-based function-space models, including Gaussian processes and neural tangent kernels. In scientific machine learning…