AI Scientist - Physics Models
AI
Mistral is seeking an AI Scientist with expertise in engineering sciences and machine learning to research and train foundational physics models for AI-accelerated simulation. The role involves working across the full research stack, from curating simulation datasets to designing novel architectures and evaluating against engineering standards. Candidates should have a PhD or Master's in CS/AI or an engineering science, strong ML expertise, and experience with simulation or surrogate modelling.
What you'll do
- Research and train novel foundation models for physics simulation, pushing past today's state of the art in accuracy, generalization, and scale
- Design and run large-scale simulation campaigns using domain-specific solvers to build the high-fidelity datasets foundational physics models need
- Investigate architectures and training strategies (e.g. multi-fidelity training, pretraining objectives, scaling behavior) that let a single foundation model transfer and fine-tune well across diverse engineering tasks
What you need
Must-have
Machine LearningPythonLinuxHPCSimulationSurrogate ModellingModel ArchitecturesTraining DynamicsEvaluation Methodology
Nice-to-have
OpenFOAMLS-DYNAANSYSCOMSOLAbaqusFluentSTAR-CCM+PowerFlow
Soft skills
CommunicationSelf-directedCollaborativeLow-egoEager to learn
AIMachine LearningPhysics ModelsSimulationResearchEngineeringFull-timeHybridAmsterdam