Climate Risk on Cognaptus https://cognaptus.com/tags/climate-risk/ Recent content in Climate Risk on Cognaptus Hugo -- 0.145.0 en-us Sun, 30 Nov 2025 00:00:00 +0000 Fires, Fakes, and Forecasts: Why GANs Might Outrun Wildfire Physics https://cognaptus.com/blog/2025-11-30-fires-fakes-and-forecasts-why-gans-might-outrun-wildfire-physics/ Sun, 30 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-30-fires-fakes-and-forecasts-why-gans-might-outrun-wildfire-physics/ A mechanism-first reading of an autoregressive CGAN wildfire model that turns slow simulated fire physics into faster, sharper, probabilistic operational forecasts. Storm-Chasing Agents: How EWE Turns Extreme Weather into Actionable Intelligence https://cognaptus.com/blog/2025-11-28-stormchasing-agents-how-ewe-turns-extreme-weather-into-actionable-intelligence/ Fri, 28 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-28-stormchasing-agents-how-ewe-turns-extreme-weather-into-actionable-intelligence/ EWE shows how agentic AI can turn extreme-weather diagnosis from a scarce expert workflow into a structured, auditable climate-intelligence pipeline.