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@jClugstor jClugstor commented Oct 28, 2025

Checklist

  • Appropriate tests were added
  • Any code changes were done in a way that does not break public API
  • All documentation related to code changes were updated
  • The new code follows the
    contributor guidelines, in particular the SciML Style Guide and
    COLPRAC.
  • Any new documentation only uses public API

Additional context

This implements the solve -> solve_up -> solve_call pattern when solving optimization problems. This is needed to enable custom adjoints with SciMLSensitivity when ADing through a function that involves the solve of an optimization problem.

@jClugstor jClugstor force-pushed the scimlsensitivity_integration branch 2 times, most recently from 3515b98 to a4529be Compare October 28, 2025 15:31
@jClugstor jClugstor force-pushed the scimlsensitivity_integration branch from 9aeabf4 to 71fa9e1 Compare November 4, 2025 17:54
@jClugstor jClugstor force-pushed the scimlsensitivity_integration branch from 71fa9e1 to 24589f1 Compare December 1, 2025 16:32
@jClugstor jClugstor force-pushed the scimlsensitivity_integration branch from 68c970e to 88bb551 Compare January 20, 2026 18:03
@jClugstor jClugstor changed the title SciMLSensitivity Integration Implement solve_up for SciMLSensitivity hooks Jan 20, 2026
@jClugstor jClugstor marked this pull request as ready for review January 21, 2026 15:31
@jClugstor jClugstor marked this pull request as draft January 21, 2026 15:38
@jClugstor jClugstor marked this pull request as ready for review January 23, 2026 15:52
@jClugstor jClugstor force-pushed the scimlsensitivity_integration branch from e3017d3 to c3ca370 Compare January 26, 2026 16:33
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