  Experimental materials science is experiencing significant growth due to
automated experimentation and AI techniques. Integrated autonomous platforms
are emerging, combining generative models, robotics, simulations, and automated
systems for material synthesis. However, two major challenges remain:
democratizing access to these technologies and creating accessible
infrastructure for under-resourced scientists. This paper introduces the
Quantum Data Hub (QDH), a community-accessible research infrastructure aimed at
researchers working with quantum materials. QDH integrates with the National
Data Platform, adhering to FAIR principles while proposing additional UNIT
principles for usability, navigability, interpretability, and timeliness. The
QDH facilitates collaboration and extensibility, allowing seamless integration
of new researchers, instruments, and data into the system.
