File this arXiv-inbox paper into memory.
file: arxiv-inbox.md
section: Strong Lensing
line: 2026-08-25 — Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation — 2608.23534
notes: Good example of simulation based inference on large samples with a different cosmological applicaiton than most other studies (Which are normally dark matter).
Workflow (bibliography/README.md "Adding a paper", wiki/CLAUDE.md): verify the paper against an authoritative record, add its canonical entry to the bibliography/ BibTeX file, stub it in the matching wiki//sources/ page — incorporating the notes above — mark its queue line 'DONE — <title>' in reading-queue.md, and run make validate.
NOTE: this paper is in arxiv-inbox.md and is NOT in the reading queue yet, so there is no line to mark. Instead append it to the 'Strong Lensing' section of reading-queue.md already DONE-prefixed (it is being filed now, not queued to read later) and remove its arxiv-inbox.md line.
File this arXiv-inbox paper into memory.
file: arxiv-inbox.md
section: Strong Lensing
line: 2026-08-25 — Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation — 2608.23534
notes: Good example of simulation based inference on large samples with a different cosmological applicaiton than most other studies (Which are normally dark matter).
Workflow (bibliography/README.md "Adding a paper", wiki/CLAUDE.md): verify the paper against an authoritative record, add its canonical entry to the bibliography/ BibTeX file, stub it in the matching wiki//sources/ page — incorporating the notes above — mark its queue line 'DONE — <title>' in reading-queue.md, and run make validate.
NOTE: this paper is in arxiv-inbox.md and is NOT in the reading queue yet, so there is no line to mark. Instead append it to the 'Strong Lensing' section of reading-queue.md already DONE-prefixed (it is being filed now, not queued to read later) and remove its arxiv-inbox.md line.