24 citations · 24 across the 2 of their papers we have counts for
3 papers
Generalized Pole-Residue Method for Dynamic Analysis of Nonlinear Systems based on Volterra Series
Qianying Cao, Anteng Chang, Junfeng Du +1
Dynamic systems characterized by second-order nonlinear ordinary differential equations appear in many fields of physics and engineering. To solve these kinds of problems, time-con…
LNO: Laplace Neural Operator for Solving Differential Equations
Qianying Cao, Somdatta Goswami, George Em Karniadakis
We introduce the Laplace neural operator (LNO), which leverages the Laplace transform to decompose the input space. Unlike the Fourier Neural Operator (FNO), LNO can handle non-per…
Deep neural operators can predict the real-time response of floating offshore structures under irregular waves
Qianying Cao, Somdatta Goswami, Tapas Tripura +2
The use of neural operators in a digital twin model of an offshore floating structure can provide a paradigm shift in structural response prediction and health monitoring, providin…