A differential equation is an equality constraining a mathematical function in relation to its derivatives over one or multiple variables. Such equations may constitute the mathematical model for a ...

Abstract: Neural fields have become widely used in various fields, from shape representation to neural rendering, and for solving partial differential equations (PDEs). With the advent of hybrid ...

Abstract: The traditional compact model parameter extraction highly depends on engineers' expertise, leading to a time-consuming and iterative process. To address the above issue, this paper proposes ...