Author

M. Carroll

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Preprint Aug 2026

MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres

It is demonstrated that Earth-trained AI weather models can be adapted to simulate Martian atmospheric dynamics, providing a pathway toward rapid planetary weather prediction to support mission operations, dust storm risk mitigation, and future human exploration.

M. Carroll, J. Li, S. Guzewich et al. · 0 citations

Open access Aug 2026

The rENM Framework: A Modular System for Reconstructing and Analyzing Long-Term Ecological Niche Dynamics

The rENM Framework is described, an experimental, open-source suite of R packages that automates a complete rENM workflow spanning data preparation, ensemble time-series construction, trend analysis, AI interpretation, and report generation and produces analytical products that complement conventional ecological niche...

J. Schnase, M. Carroll, P. Montesano et al. · bioRxiv · 0 citations