A PINN enforces power-law decay on latent integrity variables for low-loss EELS window integrals in MIL-101(Fe), identifying C-O and C-C as most dose-sensitive with half-integrity near 10^3 e-/Ų while the π-π* window increases.
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Physics-Constrained Learning of Dose-Dependent Spectral Degradation in Metal--Organic Frameworks from In Situ Low-Loss EELS
A PINN enforces power-law decay on latent integrity variables for low-loss EELS window integrals in MIL-101(Fe), identifying C-O and C-C as most dose-sensitive with half-integrity near 10^3 e-/Ų while the π-π* window increases.