PDE Solving on Klein-Gordon equation

0.0009Relative L2 Error

DBAW-PIKAN

Updated 22d ago

Evaluation Results

Method	Links
DBAW-PIKAN 2025.12		0.0009
DCGD+LRA 2024.09		0.005
DCGD+NTK 2024.09		0.0055
LRA 2024.09		0.0069
DCGD 2024.09		0.0069
PIKAN 2025.12		0.0076
DBAW-PINN 2025.12		0.008
HARMONIC 2026.05		0.0143
Chebyshev Center-Based Direction Selection 2026.05		0.0218
NTK 2024.09		0.0223
MultiAdam 2024.09		0.0228
Adam 2026.05		0.0267
PCGrad 2024.09		0.0286
PINN 2025.12		0.0305
ConFIG 2026.05		0.0339
ReLoBRaLo 2026.05		0.0389
PCGrad 2026.05		0.0466
Adam 2024.09		0.0792
IMTL-G 2026.05		0.0871
MGDA 2026.05		0.1494
CAGrad 2024.09		0.185
Aligned-MTL 2024.09		0.5571
MGDA 2024.09		0.669
FS-PIELM-G 2026.07		1.01
LRA 2026.05		1.0174
Vanilla 2026.05		1.5
UAM 2026.05		1.5
SIREN-PIELM 2026.07		1.78
Tanh-PIELM 2026.07		4.8
FS-PIELM-L 2026.07		4.95
Uncertainty 2026.05		5.98
SelfAdapt 2026.05		6.7
FAMO+UAM 2026.05		7.93
FAMO 2026.05		8.7
Causal 2026.05		9.19
GFF-PIELM 2026.07		9.53