Fluid Flow & Multiphysics Simulation, Enhanced with AI and Data Engineering

CFD simulation: see the flow before you build the part

Our Computational Fluid Dynamics (CFD) service delivers high-fidelity fluid flow simulation across every major engineering physics domain (mechanical, thermal, chemical, electrical, magnetic, structural, and fluid dynamics) plus full multiphysics coupling.

Discuss your CFD project →What it answers

CFD · illustrationrunning

Mode

Flow around an airfoil. Switch between the mesh, streamlines and the velocity field.

Questions it answers

What engineering teams ask us

Our multidisciplinary team goes far beyond conventional single-phase CFD. We routinely solve turbulent flows, multiphase phenomena, conjugate heat transfer, reacting flows, and two-way Fluid-Structure Interaction (FSI), challenges most CFD providers treat as “out of scope.” The result: earlier design decisions, fewer costly prototypes, optimized flow paths, and products that perform reliably under realistic operating conditions.

Will this system have acceptable pressure drop, flow distribution, or mixing performance?

Our CFD confirms optimal pressure drop, flow distribution, and mixing performance.

How will temperature gradients or heat transfer affect fluid behavior and component life?

Conjugate heat transfer analysis predicts temperature effects on fluid behavior and component durability.

How do chemical reactions, species transport, or electrochemical processes behave in flowing systems?

Reacting-flow CFD models chemical reactions and species transport accurately in flowing systems.

Will fluid forces cause structural deformation or vibration (FSI)?

Full two-way FSI simulations reveal fluid-induced deformation and vibration risks.

Can we reduce drag, improve cooling, or optimize energy efficiency?

CFD optimization reduces drag, enhances cooling, and improves overall energy efficiency.

Where are the hidden weaknesses in multiphysics environments?

We identify hidden weaknesses by solving coupled mechanical, thermal, chemical, and electromagnetic physics simultaneously.

Will the flow design support both rapid prototyping and scalable mass manufacturing?

Yes, CFD-validated designs support both rapid prototyping and mass manufacturing.

How can we turn simulation results into faster, data-driven design decisions?

Our AI and data engineering support turns CFD results into surrogate models, automated workflows, and well-organized simulation data, so each new design iteration is faster than the last.

Technical capabilities

What we cover

Fluid Flow Analysis

Laminar/turbulent, steady/transient, compressible/incompressible, internal/external flows, and aerodynamics.

Conjugate Heat Transfer

Fluid-solid thermal coupling, electronic cooling, heat exchangers, and energy systems.

Fluid-Structure Interaction (FSI)

Full two-way coupling between fluid forces and structural deformation/vibration.

Nonlinear & Multiphysics CFD

Turbulence modeling, material nonlinearity, and any combination (e.g., thermo-chemical-electrical-magnetic-fluid) in a single integrated model.

Chemical Reaction & Species Transport

Reacting flows, combustion, electrolysis, mass transfer, and electrochemical processes.

Multiphase & Free-Surface Flows

Cavitation, droplet sprays, bubble dynamics, and phase-change modeling.

Electrical & Magnetic CFD

Electro-thermal flow, magnetohydrodynamics (MHD), and Lorentz force effects.

Workflow

How a CFD project runs

Problem Definition

Clarify objectives, operating conditions, and performance targets.

Model Development

CAD import, high-quality fluid meshing, material properties, and boundary conditions setup .

Simulation & Analysis

Solve governing equations across all relevant physics domains.

Design Optimization

Iterate geometry, flow paths, or materials for performance, efficiency, and manufacturability gains, using AI-assisted optimization where it speeds up iteration.

Validation & Reporting

Detailed contour plots, streamlines, animations, quantitative results, and clear engineering recommendations, with automated reporting for repeat studies.

Delivered work

Some CFD projects we have delivered

Coupled transient plastic heat staking (flow + thermal analysis)
Design & optimization of pressure vessels (internal flow and pressure distribution)
Heat transfer in porous electrodes (species transport + thermal)
High-power application coils for wireless power transfer in electric vehicles (electromagnetic + fluid + thermal cooling)
Septal cartilage dynamics (viscoelastic flow interaction)
Microneedling drug delivery systems (microfluidic channel flow and diffusion)
Plasma systems (electromagnetic + fluid + thermal plasma flow)
Pipe networks and stress analysis (internal flow + structural coupling)
CO₂ electrolyzer simulation studies (electrochemical + fluid + structural multiphase flow)
Ultrasonic welding fixtures (melt flow and thermal distribution)

Tools & technologies

ANSYS Fluent & CFX, COMSOL Multiphysics (CFD module), Simcenter CCM+ (STAR-CCM+), OpenFOAM, SolidWorks Flow Simulation, MATLAB, and Python-based scientific computing, chosen for their ability to handle true multiphysics CFD coupling at industrial and research-grade accuracy. Python also underpins the automation, machine learning, and data workflows we build around CFD projects.

Case studies