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Open-source climate risk models. Find GitHub repositories and papers offering transparent physical risk analytics.

Open-source climate risk models

Four focused sources: two openly accessible code repositories and two methodologically detailed papers. The repositories provide direct implementation starting points, while the papers are transparent about model structure but should not be treated as evidence of released code or complete open datasets.

Open-source GitHub repositories

Direct code repositories for physical climate-risk analytics, including hazard, exposure, vulnerability, and impact-oriented workflows.[[cite:1]][[cite:2]]

Transparent papers and technical models

Open-access papers describing physical-risk analytics and climate-impact modelling methods. The CERM paper documents its assumptions, risk factors, scenario conditioning, calibration, simulation, and sensitivity analysis, but the supplied source does not identify a public code repository or open data release.[[cite:5]][[cite:6]][[cite:7]] The asset-management paper provides equations, calibration details, simulation procedures, and portfolio-loss calculations, while the supplied source does not establish publicly released code or the full underlying dataset.[[cite:8]][[cite:9]][[cite:10]]

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