
Thermal Architecture for Extreme Workloads
Liquid metal cooling architecture for extreme thermal challenges across the high‑performance computing ecosystem
Artificial intelligence and high-performance computing are fundamentally changing the demands on compute infrastructure. As chips become faster and more power-intensive, conventional cooling methods are struggling to keep pace with next-generation performance requirements. The thermal challenge extends across the entire compute ecosystem, from the engineers designing advanced silicon to the OEMs building high-density server platforms and the hyperscale infrastructure teams deploying them.
Molten Dynamics™ provides another path forward: sealed, single-phase liquid metal cooling components engineered to remove heat more efficiently while integrating with existing compute and facility infrastructure. The architecture is designed to support higher power densities without sacrificing long-term hardware reliability or forcing a transition to more complex cooling approaches.
Molten Dynamics provides a flexible path to higher-performance cooling for:
- Chip manufacturers pushing the thermal limits of next-generation silicon
- Server and equipment OEMs navigating increasingly difficult design tradeoffs
- Hyperscalers building AI infrastructure at unprecedented scale
Cooling Architectures for Modern Compute
Engineered for drop-in deployment, Molten Dynamics offers two single-phase architectures tailored to match your existing facility cooling medium.

Air Assisted Liquid Loops
Air Assisted Liquid Loops use a sealed liquid-metal circuit to remove heat at the processor while rejecting it into standard server airflow, enabling next-generation AI performance without facility water retrofits.

Liquid-to-Liquid Systems
Liquid-to-Liquid Systems pair a sealed liquid-metal loop with facility water to reduce thermal resistance, increase rack density, and improve cooling efficiency without increasing infrastructure complexity.
Designed for the World’s Toughest Thermal Challenges

AI Chip Design
As AI accelerators and next-generation processors push heat flux to new extremes, conventional cooling is becoming a limiting factor in silicon performance.

Server and OEM Platforms
OEMs and platform manufacturers face growing pressure to deliver more compute within the same physical footprint.

Hyperscale Data Centers
As rack densities increase, hyperscale operators need cooling solutions that scale without requiring wholesale facility redesign.

Emerging Applications
From quantum computing and aerospace to defense electronics and power systems, new technologies are creating unprecedented thermal challenges.
What Are You Trying to Keep Cool?
Whether you’re designing the next generation of AI chips, building high-density compute platforms, or scaling hyperscale data center infrastructure, we’d like to hear what thermal challenges you’re working to solve.
