crossrefMachine Learning: Science and Technology2026-07-08
A physics-informed deep operator network for modeling of atmospheric RF plasmas
Wenkai Li, Kun Sun, Yuantao Zhang
Abstract Fast surrogate modeling of atmospheric radio-frequency (RF) plasma fluid systems is useful for accelerating parameter scans and supporting rapid system design. However, traditional discretization methods, such as finite difference or finite element methods, remain comput…