Liquid Cooling for AI: Five Design Considerations for Next-Gen Data Centers

Reliable liquid cooling systems require careful system-level design across interconnects, routing, and thermal interfaces.

1. Mechanical constraints

Rack and GPU enclosure layouts impose strict envelope limitations.

2. Interface compatibility

Multi-vendor systems introduce sealing and mating risks.

3. Flow stability

Pressure drop and distribution consistency must be validated early.

4. Material selection

Coolant compatibility and seal performance are critical.

5. System integration

Cooling architecture must align with compute density scaling.