Computational Design & Parametric Modeling
Concept Design → Parametric CAD → Simulation Mesh
Python + CAD + Meshing + FEM
Computational Design & Parametric Modeling
Concept Design → Parametric CAD → Simulation Mesh
Python + CAD + Meshing + FEM
Parametric design workflow for liquid-cooled cold plates
used in high-performance electronics, GPUs, and data-center cooling systems.
[ Concept Image ] + [ CAD Model ] + [ Mesh Visualization ]
Parametric geometry generation
Automated CAD modeling workflows
High-quality mesh generation for FEM
Simulation-ready finite element mesh
Integration with simulation tools
Rapid design exploration for thermal systems
Concept Image
Early concept of a liquid-cooled cold plate for electronics cooling.
Parametric CAD Design
Geometry is generated programmatically using a set of design parameters controlling:
• plate dimensions
• cooling channel geometry
• inlet/outlet ports
• heat-dissipation fins
Changing any parameter automatically regenerates the full CAD geometry and simulation model.
Plate geometry
--------------
plate_length = 120 mm
plate_width = 80 mm
.....
Cooling channel design
----------------------
channel_width = 5 mm
channel_depth = 6 mm
.....
Fluid ports
-----------
port_diameter = 7 mm
port_height = 15 mm
.....
Heat dissipation fins
---------------------
fin_count = 40
fin_thickness = 1 mm
........
Mesh Visualization
Simulation-ready finite element mesh generated for numerical analysis of the cooling plate geometry.