An agentic AI workflow automates end-to-end SPH debris flow simulations via tool orchestration, multimodal inputs, and human-in-the-loop, demonstrating viability for meshless computational mechanics.
3d numerical simulation of debris-flow mo- tion using sph method incorporating non- newtonian fluid behavior.Natural Hazards, 81(3):1981–1998
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Agentic AI for Particle-Based Simulation: Automating SPH Workflows for Debris Flow Modeling
An agentic AI workflow automates end-to-end SPH debris flow simulations via tool orchestration, multimodal inputs, and human-in-the-loop, demonstrating viability for meshless computational mechanics.