The AI Tool Pyramid – AI tool directory

Computational knowledge engine for symbolic calculations, fact queries, and technical formulas from physics, math, and chemistry.

Spin-off of Johannes Kepler University Linz (part of Mistral AI since 2026): its Large Engineering Models replace classical physics solvers and compute flow, heat transfer or structural mechanics in seconds instead of hours.

Autonomous AI agent for computational fluid dynamics (CFD) that drives simulation workflows from natural language.

Swiss EPFL spin-off whose deep-learning platform learns from existing simulation data and then predicts aerodynamics, flow or stress distribution of new designs within seconds.

Open-source framework for physics-informed neural networks: models learn the underlying differential equations and then deliver fast approximate solutions for flow, weather or heat transfer.

London deep-tech company with Formula 1 roots: its Large Geometry Models predict the physical behaviour of complex parts and are used in aerospace and energy engineering.