ELM-DeepONets: Backpropagation-Free Training of Deep Operator Networks via Extreme Learning Machines

Hwijae Son

Deep Operator Networks (DeepONets) are among the most prominent frameworks for operator learning, grounded in the universal approximation theorem for operators. However, training D…