CERTONOMOUS
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How it works

Design question to decision-ready answer.

A team of agents assembles around your case, debates the approach, runs it, and checks its own work before reporting a single number.

01The mission

A fully autonomous investigation.

Certonomous is an autonomous engineering research team for simulation-driven design. Give it a geometry and a design question, and a team of specialist agents runs the full investigation on real solvers and returns a decision-ready answer.

From CAD repair and meshing through solving and verification, Certonomous draws on its knowledge and expertise to make the judgment calls an experienced simulation engineer would make. Like a real engineering team, it uses each finding to determine and autonomously launch the next design study.

Under the hood

Industry-standard solvers are notoriously difficult to drive. Certonomous absorbs that complexity: planning, executing, and recovering from divergence and mesh failures without handing the job back to you.

  1. 01You

    Design question

    Bring a CAD file and a design question in plain language.

    Toolchain
    • 7CAD kernels
  2. 02The lab

    The team forms

    An agentic research lab assembles around your case.

    Chief researcher
    Chief engineer
    Numericist
    Engineers
  3. 03The lab

    Plan & deliberate

    The team debates strategy (solvers, meshing, boundary conditions) and agrees on an approach.

  4. 04The lab

    Mesh, solve & monitor

    Geometry cleaning, extraction & tessellation. BCs inferred. Model selected. Run closely monitored.

    CAD repair
    Physics selection
    Mesh generation & check
    Solver configuration
    Run monitoring & repair
    Post-processing & diagnostics
    Toolchain
    • 13Meshing tools
    • 7FEA and multibody solvers
    • 11CFD solvers
    • 7Coupled fluid-solid interaction solvers
    Control-point lattice enclosing a curved surface
    Structured mesh around a blade passage, clustered at the leading and trailing edges
    Mesh-quality checks on 610 deformed meshes: counts of failed checks for the 121 refused meshes, checks failed per refused mesh, and distribution of affected mesh entities
  5. 05The lab

    Verification & results

    Convergence, conservation and validation checks before any number is reported. Quantities of interest arrive with uncertainty.

  6. 06The lab

    Next design study

    Like a real engineering team, the lab uses each finding to determine and autonomously launch the next design study.

Keep reading
Research
The computational methods
Industries
Where we start

Bring us a design question.

Talk to usSee how it works