Showing math.NAShow all
2 papers · 1 filter
math.NA2025
Learning the Exact Time Integration Algorithm for Initial Value Problems by Randomized Neural Networks
Suchuan Dong, Naxian Ni
We present a method leveraging extreme learning machine (ELM) type randomized neural networks (NNs) for learning the exact time integration algorithm for initial value problems (IV…
math.NA2024
A Functionally Connected Element Method for Solving Boundary Value Problems
Jielin Yang, Suchuan Dong
We present the general forms of piece-wise functions on partitioned domains satisfying an intrinsic or continuity across the sub-domain boundaries. These general forms…