Resolve budget closure and coupled-model sensitivity
Determine whether enforcing mass-budget closure in AeroMELD-Coag preserves or changes the accuracy of cloud-condensation-nuclei activation, optical properties, and frozen-fraction diagnostics in coupled atmospheric applications.
References
Budget closure and coupled-model sensitivity remain unresolved.
— Learning Aerosol Coagulation Dynamics in Latent Space with a Scale-Covariant Neural ODE
(2609.31271 - Tang et al., 25 Sep 2026) in Section 4, paragraph beginning “The decoded mass-retention diagnostic shows”