| # Repair an inconsistent stochastic trajectory calculation | |
| A research group is replaying the supplied noisy nonlinear-oscillator study | |
| with a historical Diffrax source snapshot. The experiment uses a fixed ensemble | |
| of prescribed stochastic controls and a valid reverse-oriented time interval. | |
| The replay completes but the supplied implementation does not expose a | |
| complete, inspectable ensemble for the configured reverse-time study. | |
| Run the offline reproduction, inspect the complete source and accompanying | |
| public experiment code, and repair the | |
| scientific implementation so that the supported calculation is consistent. | |
| The repair must generalize to other valid stochastic models, solver choices, | |
| time intervals, and random controls supported by the project. Do not hard-code | |
| the supplied ensemble, its aggregate result, or a fixture-specific outcome, and | |
| do not modify the supplied study configuration or generated reports. | |