Examples ========= Three end-to-end worked models, each exercising a different slice of the library on a real decision problem. .. grid:: 1 2 2 2 :gutter: 3 .. grid-item-card:: Pipeline-leak health risk :img-top: /_static/generated/gas_dispersion_risk_map.png :link: gas_dispersion :link-type: doc A Gaussian plume with the leak location a reparameterized draw anywhere along the route; expected-and-tail exposure, calibration, and abatement by gradient. .. grid-item-card:: Runway crosswind operability :img-top: /_static/generated/runway_crosswind_operability.png :link: runway_crosswind :link-type: doc A coupled wind process — mean-reverting speed and a *circular* direction with a bimodal step — driving crosswind exceedance and wind-shift risk. .. grid-item-card:: Distribution-grid reinforcement :img-top: /_static/generated/electric_grid_network.png :link: electric_grid :link-type: doc A radial network where faults cascade along lines; discrete reinforcement and continuous substation siting optimized in one gradient pass. .. toctree:: :maxdepth: 1 :hidden: gas_dispersion runway_crosswind electric_grid