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Per-paper detail pages

San Diego State University

For each paper progenax cites, this section provides:

The pages are organised alphabetically by first-author surname.

Spatial profiles

Velocity distribution functions

Initial mass functions

Environment-dependent IMF (IGIMF)

Binaries

Tidal fields & substructure & mass segregation

Gravoturbulence

Gaussianization & log-density inference

The differentiable inference layer (gravoturb; see Differentiable inference — natal cloud parameters from cluster substructure) predicts log-density statistics analytically and differentiates them. This lineage grounds that machinery: lognormal fields, the Hermite/Gaussianization of the two-point function, the information-optimality of the log transform, the counts-in-cells likelihood, and the simulation-based-inference alternative.

Stellar evolution

Calibration & convergence diagnostics

The gravoturb trustworthiness arc (workstream ①; see Differentiable inference — natal cloud parameters from cluster substructure) validates the differentiable-inference engine with simulation-based calibration (SBC) and HMC convergence diagnostics. These papers ground that machinery: the SBC rank statistic, the graphical uniformity test with simultaneous bands, and the data-conditional posterior-SBC extension.

Reference constants & units

How to add a new per-paper page

  1. Add the BibTeX entry to references.bib.

  2. Create a new file 99-bibliography/per-paper/<author>-<year>.md following the template of an existing page.

  3. Add a link to this index under the appropriate category.

  4. Reference the new page from any chapters that cite the paper.

The per-paper detail page format is:

For an exemplar see Parmentier & Pasquali (2020), which has the fullest treatment because of its central role in the BM19 framework.