AEGIS: Differentiable Mars Climate Model with Neural Closures

astro-ph.EP, astro-ph.IM, cs.AI

Submitted: 2026-10-02

Updated: 2026-10-02

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
• Modeling chaotic Lorenz ODE System using Scientific Machine Learning
• Adam: A Method for Stochastic Optimization

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