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Caleb Akhtar Martínez

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#diffusion models Open access Oct 2026

Simplifying assumptions made by contrail–cirrus models lead to irreconcilable differences in geometric and optical contrail properties

Abstract. Targeted flight rerouting for contrail avoidance relies on computational models to predict which avoidance actions would provide the most warming reduction. In the absence of empirical data for model validation, we propose using intercomparison to evaluate whether the lifetime total extinction of contrails (a...

Caleb Akhtar Martínez, Annemarie Lottermoser, Simon Unterstraßer et al. · 0 citations
#diffusion models Book Open access Oct 2026

CoCiP/APCEMM/EULAG-LCM Comparison - Software Resources and Processed Model Outputs

This repository contains the pre- and post-processing code used to compare the evolution of a contrail in the diffusion regime across three models — EULAG-LCM, APCEMM, and CoCiP. It generates a shared meteorology, translates flight/engine parameters and initial conditions into each model's native input format, and prod...

Caleb Akhtar Martínez, Annemarie Lottermoser, Simon Unterstraßer et al. · 0 citations

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