ALTERNANCE - Ingénieure / Ingénieur Machine Learning / CFD
Vernon, France
EUR 17K-20K (estimate) Entry-level Apprenticeship Full Time
Tasks
- Build prototype PINN surrogate model
- Create CFD training dataset
- Document results in technical notes
- Evaluate sensitivity to training dataset size
- Implement PhysicsNemo workflow on available hardware
- Perform feasibility study for finetuning with experimental data
- Perform literature review for neural network surrogate models
- Present findings to the team
- Train hybrid neural network model using CFD data
Perks/Benefits
Skills/Tech-stack
ANSYS-FLUENT | CFD | Data Analysis | Deep learning | Machine Learning | Model Training | Neural Networks | Numerical Methods | PINN | Physics Informed Neural Networks | PhysicsNeMo | PyTorch | Python | Sensitivity Analysis | TensorFlow
Education
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