ResearchBenchmarksLearning Nonlinear and Non-Periodic Responses on ODEs/PDEs on Beam Equation (test)Follow0.0026Relative ErrorGLNO-0.0129640.0920930.197150.302207Dec 18, 2025Evaluation ResultsMethodMethodLinksRelative ErrorGLNOBlocks=4, Channels=8Blocks=4, Channels=82025.120.0026FNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.0034LNOBlocks=1, Channels=8Blocks=1, Channels=82025.120.0083GLNOBlocks=1, Channels=8Blocks=1, Channels=82025.120.0094CNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.0293WNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.1511LNOBlocks=4, Channels=8Blocks=4, Channels=82025.120.3917