SungWoong CHO

HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork

Fast and accurate predictions for complex physical dynamics are a big challenge across various applications. Real-time prediction on resource-constrained hardware is even more crucial in the real-world problems. The deep operator network (DeepONet) has recently been proposed as a framework for learn…