parameter-scan

Automate multi-axis parameter sweeps by orchestrating Cartesian product generation, cluster job submission, and resumable execution. This handles complex parameter grids across physical constants and bond dimensions, automatically assembling cell-level manifests into a unified CSV and standardized plots.

Manage resumable cluster execution by orchestrating parameter grid jobs through automated submission and tracking. This ensures multi-dimensional sweeps can pause and resume without losing progress, while automatically validating manifests and aggregating data into a single CSV report.

Automated data aggregation collects cell-level manifests from each parameter combination into a single CSV file. It performs validation on the resulting data grid and generates standardized plots, providing coherent physical insights from the swept quantum system parameters.

Yes, you need custom compute scripts to run quantum parameter sweeps. The automation framework requires integration with domain-specific compute scripts to validate manifests and generate physical insights from the resulting data grid.

Yes, you can sweep coupling constants and bond dimensions across a grid to identify critical features in quantum phase transitions. The framework automatically generates ground state energy plots and necessary visualization outputs for research reports.