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ResearchFormerly WizWand

Generalized Eigensolver on Piezoelectric Coupled-Field

3.39End-to-End Time SpeedupDeepcontour
1.832.2352.643.045Nov 2, 2025
Updated 4mo ago

Evaluation results

MethodLinks
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.392.84
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.172.5
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.113.082.58
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.052.34
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.113.012.45
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.112.982.22
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.972.51
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.912.3
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.112.872.19
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.852.38
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.782.25
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.752.21
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.712.14
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.682.26
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.632.18
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.411.89
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.381.63
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.341.91
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.112.211.97
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.211.85
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.191.82
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.112.151.88
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.112.071.83
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.961.75
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.891.81