no code implementations • 24 Jan 2022 • Suchuan Dong, Jielin Yang
For linear PDEs, enforcing the boundary/initial value problem on the collocation points leads to a separable nonlinear least squares problem about the network coefficients.
no code implementations • 27 Oct 2021 • Suchuan Dong, Jielin Yang
We consider the use of extreme learning machines (ELM) for computational partial differential equations (PDE).
no code implementations • 4 Jan 2021 • Jenn-Bing Ong, Wee-Keong Ng, Ivan Tjuawinata, Chao Li, Jielin Yang, Sai None Myne, Huaxiong Wang, Kwok-Yan Lam, C. -C. Jay Kuo
The distributed tensor representations are dispersed on multiple clouds / fogs or servers / devices with metadata privacy, this provides both distributed trust and management to seamlessly secure big data storage, communication, sharing, and computation.