NaNIsaac docs
Documentation for the research software in the NaNIsaac organization, one section per project. Each section is built from the docs/ directory of that project's repository.
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- QoraPhaseJAX-native, composable phase retrieval for coherent diffraction imaging (CDI, BCDI).
- ReflectoLearnDifferentiable X-ray reflectivity modeling, neural inference and physics-based refinement for thin films.
- ReflectoFitX-ray reflectivity fitting engine and command line: float64 Parratt kernel, instrument model, least squares and differential evolution.
- ReflectoSimRealistic synthetic X-ray reflectivity data for machine learning, on the ReflectoFit forward model.
- TraTTTime-dependent Takagi-Taupin: X-ray diffraction satellites while a sound wave enters a crystal.
- CodigestTurn a codebase, diffs and terminal output into context for an AI. CLI and MCP server.
- QoraPhaseCUPhase retrieval for coherent diffraction imaging in C++20 and CUDA, with the algorithms of QoraPhase.
- QoraDFXMEllipse fits and ring profiles on dark-field X-ray microscopy detector images, from a CLI or a desktop app.
- QoraHoloHolotomography in C++20 and CUDA: off-axis holograms in, a 3D refractive-index volume out.
- QoraFlowReduce PAL-XFEL pump-probe diffraction runs to laser-on/off images per delay, then to ROI curves.