Kadi4Mat

Kadi4Mat enabled traceability by linking optimization configuration, trials, workflow records, and result records. Human researchers could add notes, warnings, and error reports in Kadi4Mat to make questionable data points more transparent. Kadi4Mat managed study setup, metadata, records, dashboards, trial tracking, and active-learning triggers in the workflow. Kadi4Mat provided templates, records, permissions, dashboards, data records, and knowledge-graph links for the closed-loop framework. Kadi4Mat dashboards allowed researchers to monitor optimization trade-offs and progress.