Deep Hydro Blog on Various Topics in Modeling
Two Roles that AI Can Play for Computational Hydraulics Modeling
- Xiaofeng Liu
- Hydraulics , Modeling , AI
- 01 Sep, 2026
From my point of view, there are two genuinely useful roles that AI/ML can play in computational hydraulics modeling work (in fact, the same can be sai
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Automating Computational Hydraulics Modeling: Part 4-Monte Carlo Simulation with pyHMT2D
- Xiaofeng Liu
- Hydraulics , Modeling
- 16 Mar, 2026
In Part 2 we used pyHMT2D to control HEC-RAS 2D and SRH-2D and convert results to VTK. In [Part 3](/blog/automation_pyhmt2d/blog-3-calibration-p
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Automating Computational Hydraulics Modeling: Part 3-Automated Calibration with pyHMT2D
- Xiaofeng Liu
- Hydraulics , Modeling
- 16 Mar, 2026
In the previous post, we saw how pyHMT2D controls HEC-RAS 2D and SRH-2D from Python and converts their results to VTK. Here we use that same mac
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Automating Computational Hydraulics Modeling: Part 2-Introduction to pyHMT2D
- Xiaofeng Liu
- Hydraulics , Modeling
- 16 Mar, 2026
In the previous post, we discussed why automation is essential for modern computational hydraulics. We established that Python provides the f
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