Aerospace & CFD
Mastering the physics of flight through Direct Numerical Simulation and thermal modeling.
Engineering the Future of Velocity
In aerospace engineering, the margin for error is zero. Achieving hypersonic speeds and fuel-efficient combustion requires billion-cell meshes and high-fidelity solvers. Malgukke delivers the raw I/O and compute performance to simulate the invisible forces of nature.
Computational Fluid Dynamics
Optimizing wing geometry and engine combustion via Direct Numerical Simulation (DNS). We resolve the full spectrum of turbulent scales to eliminate energy losses and maximize lift-to-drag ratios.
- Turbulent boundary layer analysis
- Reactive flow combustion modeling
Structural & Thermal Integrity
Simulating stress and heat distribution in hypersonic environments. Our HPC architectures support coupled aero-thermal-elastic simulations to ensure material durability at Mach 5+ velocities.
- Thermo-mechanical fatigue simulation
- Ablative heat shield modeling
Aerospace Simulation Pipeline
| Engineering Focus | HPC / AI Action | Operational Outcome |
|---|---|---|
| Subsonic Efficiency | Large Eddy Simulation (LES) on 50,000+ cores. | 12% reduction in drag-induced fuel burn |
| Propulsion Systems | Multi-physics coupling of heat and pressure. | Validated combustion chamber stability |
| Hypersonic Flight | Shock-wave boundary layer interaction (SWBLI). | Strategic material selection for thermal loads |