Replication Data for: Entropy production of active matter systems as indicator for computing performance

The dataset is organized around three main parameter scans: speed-controller force for the driven system, speed-controller force for the undriven system, and driver repulsion force (driven by a Lorenz-63 signal); plus a separate attractors directory for scans using different attractor input driver signals.

Main parameter scans Each parameter scan folder contains one subdirectory per parameter combination, which in turn contains one subdirectory per random seed: <parameter_scan>/ ├── <parameter_combination>/ │ ├── <seed>/ │ │ ├── reservoir_computer_output.h5 │ │ ├── simulation_output_test_entropy_agent.h5 │ │ └── simulation_output_test.h5 │ ├── <seed>/ ... │ └── seed_metrics.h5 └── scan_metrics.h5 At the seed level, each directory contains three files: reservoir_computer_output.h5 – all reservoir-computer-related measures simulation_output_test_entropy_agent.h5 – entropy-related metrics, specifically the system entropy rate and heat flow simulation_output_test.h5 – exact positions, velocities, and individual forces for each particle Each parameter combination directory additionally contains a seed_metrics.h5, aggregating averages and standard deviations across all seeds.