Cloud-native engineering simulation

From geometry to engineering insight, in one workspace.

Prepare CAD, generate a production mesh, configure the physics, and run GPU-native CFD without leaving the browser. Studio keeps the workflow traceable while automating the decisions that do not need manual intervention.

Start with Core Explore the workflow

Proprietary GPU solversAutomated meshing workflowsOpen result formats

Gradient Dynamics Studio showing DrivAerML results with streamlines — DrivAerML external-aerodynamics result with surface and streamline visualisation

A single, connected workflow

Import

STEP, IGES, STL, OBJ, PLY

Prepare

Repair, inspect, name surfaces

Mesh

Automated octree and prism layers

Configure

Materials, boundaries, operating point

Solve

Automatic FluxCore strategy on GPU

Engineering workspace

The controls engineers need. The automation they expect.

A coherent environment for geometry preparation, automated meshing, physics setup, cloud execution, and result review—without stitching together desktop tools.

Automated Meshing

Generate body-fitted octree meshes with prism layers, automated sizing, local refinement, and quality checks.

CAD Preparation

Import engineering geometry, inspect topology, repair common issues, create named selections, and prepare simulation domains in the browser.

Automatic Solver Strategy

Studio interprets the domain and boundary conditions, then selects the appropriate solver workflow automatically.

Production RANS

Run robust steady-state studies with k-omega SST or Spalart-Allmaras and solver-owned numerical defaults.

Rotating Machinery

Configure steady MRF zones for fans, impellers, propellers, and wheel studies with clear region and boundary-condition controls.

Results and Open Export

Review solver progress, inspect fields, generate reports, and export open result formats including VTK and CGNS.

Workspace from CAD to results

Octree + prism

Automated proprietary meshing

GPU-native

FluxCore solver architecture

VTK + CGNS

Open engineering outputs

Use cases

Built for applied engineering studies

A focused workspace for teams that need repeatable setup, traceable assumptions, and fast iteration on real geometries.

External Aerodynamics

Vehicle drag and lift
Drone airframes
Building wind loads

Internal Flow

Duct and manifold design
Pipe pressure drop
Valve studies

Rotating Machinery

Fans and propellers
Impellers
Steady MRF studies

Design Iteration

Mesh sensitivity
Boundary-condition variants
Shared reports

Why Studio

Less infrastructure, more engineering throughput

Studio reduces the setup burden around CAD preparation, meshing, solver configuration, and result handoff without hiding the controls engineers need.

Traditional setup

Desktop preprocessing tools
Manual mesh setup and handoff
Local workstation or cluster dependency
Separate files for setup, solve, and review
License and infrastructure administration

Gradient Dynamics Studio

Browser-based preprocessing workspace
Automated mesh generation with quality checks
Cloud GPU solve queue
Project-based setup, results, reports, and export
Predictable monthly compute allocation with open exports

Gradient Dynamics Studio

Move from a new geometry to a running case with less setup overhead.

Start with Core