Building the Future of Heat Management

ThermalAI is building multi-scale world models to discover breakthrough PFAS-free thermal fluids and systems to power the economy of the future.

We are a team of machine learning scientists, chemists, and thermal engineers united by the ambition to create a fundamentally new way of designing the fluids and systems that move heat in our modern economy.

Contemporary approaches to thermal design are limited and ill-suited to the demands of an industry being shaped by the rise of AI computing, electrification, and the environmental imperative. Empirical working fluid development is slow and costly. Classic ML approaches do not capture the multiple scales of thermal design: atomistic, continuum, and process as a unified system.

We are creating a new class of foundation models that blend quantum physics, thermodynamics, and scientific reasoning into a truly systemic approach. Our models are conceived to design advanced thermal solutions from atoms to systems, supporting the next generation of AI datacenters, electric mobility, semiconductor manufacturing and the energy transition.