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ResearchFormerly WizWand

Model Learning from Noisy Data on FN (FitzHugh-Nagumo) system

14.98Full-field Avg Relative ErrorMUSIC
14.4617.9721.4824.99Dec 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=2%2025.1214.98
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=2%2025.1215.76
MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=2%2025.1216.28
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=2%2025.1218.68
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=5%2025.1220.11
MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=5%2025.1221.88
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=5%2025.1222.07
MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=5%2025.1222.39
MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=10%2025.1224.87
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=10%2025.1226.28
PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=10%2025.1227.03
MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=10%2025.1227.98