Scientific Machine Learning Engineer
Chennai, Tamil Nadu, India
INR 1800K-2500K (estimate) Mid-level Full Time
Tasks
- Apply machine learning to computational fluid dynamics
- Apply machine learning to multibody dynamics
- Apply machine learning to structural mechanics and crash simulation
- Collaborate with simulation engineers to deliver production ready tools
- Design train validate Physics Informed Neural Networks
- Develop digital twins and real time simulation capabilities
- Develop neural operator models
- Develop surrogate models
- Implement scientific machine learning workflows
- Optimize models for multi GPU environments
- Perform sensitivity analysis
- Perform uncertainty quantification
Perks/Benefits
- N/A
Skills/Tech-stack
DeepONet | DeepXDE | Differential Equations | Distributed Training | Fourier Neural Operators | GPU Computing | NVIDIA Physics NeMo | Neural Networks | Neural operators | Numerical Methods | Partial differential equations | Physics Informed Neural Networks | Physics NeMo | PyTorch | Python | Scientific Computing | TensorFlow
Education
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