Physics AI Research Transforming Industry

Mistral is accelerating next-generation AI solutions for industrial engineering and Physics AI research by acquiring Emmi AI. Through this acquisition, the company aims to speed up product development and maximize operational efficiency across key industries that shape the physical world, including aerospace, automotive, semiconductors, and energy.

Key research achievements include the following technical breakthroughs:

• AB-UPT (Anchored-Branched Universal Physics Transformer): An aerodynamics CFD framework that processes large-scale geometric data without remeshing.
• UPT (Universal Physics Transformer): A framework that efficiently scales neural operators across diverse spatiotemporal problems.
• NeuralDEM: An end-to-end deep learning surrogate that simulates large-scale multiphysics processes, such as fluidized bed reactors, in real time.
• GyroSwin: A 5D surrogate model for plasma turbulence simulation, a key element in fusion energy production.

In addition, through the construction of new datasets for 3D wing CFD (Computational Fluid Dynamics) simulation in the transonic regime and AI foundation model research, the company is bridging the gap between the machine learning and fluid dynamics communities.