The following projects are part of or have grown out of the original T2C2 project/grant.
Cloud Based Laboratory Notebook with Real-time metadata extraction, jupyter notebook integration, template/schema/metadata annotations, and visualization.
Network configuration for deprecated lab instruments that allows them to be used on modern networks and optionally with 4CeeD
Smart Clean Room sensor and localization framework.
Research on file provenance, security, and tracking changes, both as part of 4CeeD and a web service.
MAINTLET is a research project about an advanced sensory network cyber-infrastructure in scientific laboratories that enables cost-effective, scalable, and sustainable reactive, preventive and predictive maintenance solutions for scientific instruments.
Jupyter notebook integration with 4CeeD framework.
4CeeD instances available for the classroom
Algorithmic work on edge detection and automation of nanoscale measuring.