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Sungwoong Cho, HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
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 learning nonlinear mappings between function spaces. However, the DeepONet requires many parameters and has …
