SIMD Agent for CFD: from simulation intent to interpretable results
SIMD Agent is the orchestration layer that translates a simulation prompt into a structured CFD workflow. It interprets user intent, prepares the case, coordinates execution, exposes residuals and fields, and lets the user ask questions about convergence and physical meaning.
Intent extraction
Parse the user prompt into simulation goals, flow regime, thermal intent, time mode, and expected outputs.
Geometry + patch understanding
Inspect geometry context and boundary patches so the case setup aligns with the physical meaning of inlet, outlet, wall, symmetry, and interfaces.
Case generation
Prepare boundary conditions, numerics, turbulence workflow, mesh logic, and solver configuration as a structured simulation plan.
Parallel execution
Run the case across CPU and GPU infrastructure with monitoring, orchestration, and execution state tracking.
Residuals + fields
Stream convergence signals, expose field outputs, and organize the result into an interpretable simulation view.
Simulation Q&A
Let the user ask why a solver was chosen, whether a field converged, or what the result means in physical terms.
SIMD Agent exists to make CFD workflows more operable: the user starts from the physics they want to understand, SIMD structures the case and execution path, and the system returns not just files and plots, but interpretable simulation behavior.