Automotive & Mobility
Transforming vehicle safety and intelligence through massive-scale dynamics and AI training.
Engineering Total Safety & Autonomy
The future of mobility is software-defined and virtually validated. Eliminating physical prototypes requires extreme-fidelity multi-body simulations and synthetic data pipelines for neural network training. Malgukke provides the high-throughput infrastructure to accelerate the transition to Level 5 autonomy.
Crash-Test Simulation
Running complex multi-body dynamics and non-linear structural analysis to eliminate the need for physical destructive testing. We resolve the deformation of thousands of vehicle components in millisecond increments.
- High-fidelity occupant safety modeling
- Structural impact energy dissipation
Autonomous Driving
Training AI perception models on synthetic sensor data from virtual environments. Our GPU architectures allow for the parallel processing of millions of "corner-case" driving scenarios to ensure operational safety.
- Lidar & Camera sensor fusion training
- Reinforcement learning for path planning
Automotive Computational Pipeline
| Mobility Focus | HPC / AI Action | Operational Outcome |
|---|---|---|
| Impact Durability | Implicit and Explicit FEA on 10,000+ nodes. | 90% reduction in physical crash prototypes |
| Object Detection | Distributed Deep Learning (CNN/Transformers). | Near-zero perception latency in urban traffic |
| Battery Dynamics | Electro-chemical thermal coupling. | Optimized EV range and thermal stability |