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Physics-Informed Machine Learning on 1D-Reaction (test)
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2.6
Rd Rate (rho)
Ours-Sob.
2.4344
3.5522
4.67
5.7878
May 25, 2026
Rd Rate (rho)
Rp Rate (rho)
Ric Rate (rho)
Rb Rate (rho)
Sum Rtest Rate (rho)
Updated 7d ago
Evaluation Results
Method
Method
Links
Rd Rate (rho)
Rp Rate (rho)
Ric Rate (rho)
Rb Rate (rho)
Sum Rtest Rate (rho)
Ours-Sob.
Training Iterations=20k
2026.05
2.6
1.1
6.94
2.98
4.06
NTK-60k
Training Iterations=60k
2026.05
6.74
1.18
7.25
3.1
1.63
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