ResearchBenchmarksLearning Nonlinear and Non-Periodic Responses on ODEs/PDEs on Duffing Oscillator c=0.5 (test)Learning Nonlinear and Non-Periodic Responses on ODEs/PDEs on Duffing Oscillator c=0.5 (test)Follow0.0725Relative ErrorGLNO0.0364120.2800060.52360.767194Dec 18, 2025Evaluation resultsMethodMethodLinksRelative ErrorGLNOBlocks=4, Channels=8Blocks=4, Channels=82025.120.0725WNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.0987FNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.1362CNOBlocks=4, Channels=64Blocks=4, Channels=642025.120.1424GLNOBlocks=1, Channels=8Blocks=1, Channels=82025.120.4169LNOBlocks=1, Channels=8Blocks=1, Channels=82025.120.8347LNOBlocks=4, Channels=8Blocks=4, Channels=82025.120.9747