Can law enforcement identify a laptop that connected to a public WiFi connection?

If someone connects to a public WiFi connection through any electronic device that can access the internet, can law enforcement identify that device other than just getting the MAC Address?
Update: Can they get the serial number/hardware ID, and track the physical laptop itself?
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