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wangjian169

@wangjian169 source repo

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• 6 skills
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• 12 hours ago last updated

1. ▌
   Calibrate · wangjian169 bundle

   Calibrate SWMM subcatchment parameters using ES-ILU
   0 installs
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   Gis To Inp · wangjian169 bundle

   Convert GIS shapefiles (Manholes + Links) to SWMM INP model files with lossless round-trip support
   0 installs
3. ▌
   Plot Figures · wangjian169 bundle

   Generate calibration/validation time-series and parameter comparison figures
   0 installs
4. ▌
   Compute Results Skill · wangjian169 bundle

   Validate calibrated SWMM model against independent events and compute NSE
   0 installs
5. ▌
   Figure Analysis Skill · wangjian169 bundle

   Analyze generated figures using a Vision-Language Model (VLM)
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6. ▌
   Intent Sensitive Selection · wangjian169 bundle

   Select a global subset of SWMM subcatchment parameters (same param indices for all subcatchments) using intent-driven sensitivity analysis across one or more event/observation pairs. Use when 11 parameters per subcatchment are too many to calibrate and you need a reduced --param_indices set for GA, Bayes-MH, or ES-ILU.
   0 installs