SWE-bench-Science / tasks /task_015 /instruction.md
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# Repair a scientific finite-temperature workflow
This task contains a pinned snapshot of the open-source Spinach spin-dynamics
library and an offline scientific reproduction. A finite-temperature relaxation
experiment produces an unexpected result: a state calculated as thermal
equilibrium can drift under the corresponding relaxation dynamics, and
equivalent Liouville-space representations can disagree about the same
physical experiment.
Investigate the issue as a scientific-software problem. Read the supplied
scientific context, run the reproduction, and inspect the surrounding source
behavior before editing. Repair the implementation so that the physical
behavior of the workflow is restored without changing the public API.
The goal is one coherent repair, not a fixture-specific workaround. Preserve
the scientific meaning of the workflow outside the displayed experiment and
do not hard-code its inputs, dimensions, or reported categories.
Run the public reproduction with:
```bash
python reproduce.py
```
Keep generated files under `outputs/` and do not rely on network access,
MATLAB, or external data.