From f8a5e1e7f6655bd24d15e96e7f47f4ad03790f19 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 11 Sep 2026 01:33:14 +0000 Subject: [PATCH 1/4] queue: file paper from #78 --- bibliography/pyautomemory.bib | 11 +++++++++++ reading-queue.md | 2 +- wiki/lensing/sources/time-delay-cosmography.md | 5 +++++ 3 files changed, 17 insertions(+), 1 deletion(-) diff --git a/bibliography/pyautomemory.bib b/bibliography/pyautomemory.bib index 539adaf..8d8410b 100644 --- a/bibliography/pyautomemory.bib +++ b/bibliography/pyautomemory.bib @@ -16167,3 +16167,14 @@ @misc{Krizic2026 url = {https://arxiv.org/abs/2609.04312}, year = {2026} } + +@misc{Galan2026, + archivePrefix = {arXiv}, + author = {Galan, A. and Schweinfurth, A. G. and Suyu, S. H. and Johnson, D. P. and Chawla, A. and Sluse, D. and Kharchilava, G. V. and Buckley-Geer, E. and Lin, H. and Knabel, S. and Sheu, W. and Ertl, S. and Anguita, T. and Birrer, S. and Courbin, F. and Dux, F. and Millon, M. and Motta, V. and Schuldt, S. and Treu, T. and Williams, D. M. and Cappellari, M. and Wong, K. C. and Eckert, D.}, + eprint = {2609.00179}, + note = {Submitted to Physical Review D}, + primaryClass = {astro-ph.CO}, + title = {{TDCOSMO XXVIII. The Hubble constant from the quadruply lensed quasar J1537$-$3010 with precise time delays}}, + url = {https://arxiv.org/abs/2609.00179}, + year = {2026} +} diff --git a/reading-queue.md b/reading-queue.md index 4117867..3fd16ef 100644 --- a/reading-queue.md +++ b/reading-queue.md @@ -89,7 +89,7 @@ On what scales does strong lensing robustly constrain the mass profile of low-ma Measuring Extragalactic Microlens Masses and Motions in Strongly Lensed Quasar Systems with Intensity Interferometry — 2608.27577 TDCOSMO XXIX: JWST/NIRSpec IFU Spatially Resolved Kinematics of Three Time-delay Lenses — 2609.03089 Host Dependence and Line-of-Sight Effects on Galaxy-Galaxy Strong Lensing in Clusters — 2608.30079 -TDCOSMO XXVIII. The Hubble constant from the quadruply lensed quasar J1537$-$3010 with precise time delays — 2609.00179 +DONE 2026-09-11 — TDCOSMO XXVIII. The Hubble constant from the quadruply lensed quasar J1537$-$3010 with precise time delays — 2609.00179 HOLISMOKES -- XVIII. Cosmology with strongly lensed type II supernovae: Effects of instrumental setups on $H_0$ — 2608.26331 DONE 2026-09-01 — Mapping the Information Geometry of an Unresolved Dark Matter Population using a Differentiable Strong Lensing Simulator — 2608.18224 DONE 2026-09-03 — Follow-up of SN 2025wny I: Space-based Observations of the First Multiply-imaged Superluminous Supernova — 2608.28413 diff --git a/wiki/lensing/sources/time-delay-cosmography.md b/wiki/lensing/sources/time-delay-cosmography.md index 0cfa805..290e19b 100755 --- a/wiki/lensing/sources/time-delay-cosmography.md +++ b/wiki/lensing/sources/time-delay-cosmography.md @@ -156,6 +156,11 @@ status: stub - Non-JWST PSF systematics or non-time-delay lens-modelling contexts without checking applicability. +## Galan 2026 — TDCOSMO XXVIII (H0 from J1537-3010) + +**Canonical BibTeX key:** `Galan2026` + + ## See also - [[time-delay-cosmography]] From b041ed6d743746a72c1fd425e85532a371e2cfcb Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 11 Sep 2026 01:33:25 +0000 Subject: [PATCH 2/4] queue: file paper from #74 --- bibliography/pyautomemory.bib | 13 +++++++++++++ reading-queue.md | 1 + wiki/lensing/sources/time-delay-cosmography.md | 8 ++++++++ 3 files changed, 22 insertions(+) diff --git a/bibliography/pyautomemory.bib b/bibliography/pyautomemory.bib index 539adaf..f1d3191 100644 --- a/bibliography/pyautomemory.bib +++ b/bibliography/pyautomemory.bib @@ -16167,3 +16167,16 @@ @misc{Krizic2026 url = {https://arxiv.org/abs/2609.04312}, year = {2026} } + +@article{Williams2026, + archivePrefix = {arXiv}, + arxivId = {2608.27566}, + author = {Williams, D. M. and Treu, T. and Johnson, D. P. and Mozumdar, P. and Knabel, S. and Birrer, S. and Fassnacht, C. D. and Galan, A. and Shajib, A. J. and Wong, K. C. and Cappellari, M. and Courbin, F. and Morishita, T. and Motta, V. and Sluse, D. and Stiavelli, M.}, + doi = {10.48550/arXiv.2608.27566}, + eprint = {2608.27566}, + note = {Submitted to Physical Review D}, + primaryClass = {astro-ph.CO}, + title = {{TDCOSMO. XXVII. JWST-based Lens Models and H$_0$ Measurement of WFI2033, HE0435, and PG1115}}, + url = {https://arxiv.org/abs/2608.27566}, + year = {2026} +} diff --git a/reading-queue.md b/reading-queue.md index 4117867..16430d4 100644 --- a/reading-queue.md +++ b/reading-queue.md @@ -94,6 +94,7 @@ HOLISMOKES -- XVIII. Cosmology with strongly lensed type II supernovae: Effects DONE 2026-09-01 — Mapping the Information Geometry of an Unresolved Dark Matter Population using a Differentiable Strong Lensing Simulator — 2608.18224 DONE 2026-09-03 — Follow-up of SN 2025wny I: Space-based Observations of the First Multiply-imaged Superluminous Supernova — 2608.28413 DONE 2026-09-07 — ALPACA I: Controlling source and PSF systematics in JWST time-delay cosmography with differentiable lens modeling — 2609.04312 +DONE 2026-09-11 — TDCOSMO. XXVII. JWST-based Lens Models and H$_0$ Measurement of WFI2033, HE0435, and PG1115 — 2608.27566 ## SMBHs diff --git a/wiki/lensing/sources/time-delay-cosmography.md b/wiki/lensing/sources/time-delay-cosmography.md index 0cfa805..9308f2d 100755 --- a/wiki/lensing/sources/time-delay-cosmography.md +++ b/wiki/lensing/sources/time-delay-cosmography.md @@ -156,6 +156,14 @@ status: stub - Non-JWST PSF systematics or non-time-delay lens-modelling contexts without checking applicability. +## Williams 2026 — TDCOSMO XXVII (JWST H0: WFI2033, HE0435, PG1115) + +**Canonical BibTeX key:** `Williams2026` + +If the cosmology natural-language paper ever happens, this is a good work to +refer to for how H0 analysis is performed currently. + + ## See also - [[time-delay-cosmography]] From ea10a7e08bcf528f3a72f2434c164ad11730bbf7 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 11 Sep 2026 01:34:00 +0000 Subject: [PATCH 3/4] queue: file paper from #71 --- bibliography/pyautomemory.bib | 11 +++++++ reading-queue.md | 1 + wiki/lensing/sources/deep-learning-lensing.md | 30 +++++++++++++++++++ 3 files changed, 42 insertions(+) diff --git a/bibliography/pyautomemory.bib b/bibliography/pyautomemory.bib index 539adaf..7cc4473 100644 --- a/bibliography/pyautomemory.bib +++ b/bibliography/pyautomemory.bib @@ -16167,3 +16167,14 @@ @misc{Krizic2026 url = {https://arxiv.org/abs/2609.04312}, year = {2026} } + +@misc{Jarugula2026, + archivePrefix = {arXiv}, + author = {Jarugula, Sreevani and Nord, Brian D. and {\'{C}}iprijanovi{\'{c}}, Aleksandra and Trivedi, Shubhendu}, + eprint = {2608.23534}, + note = {Submitted to Machine Learning: Science and Technology; Report number: FERMILAB-PUB-26-0340-CSAID}, + primaryClass = {astro-ph.CO}, + title = {{Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation}}, + url = {https://arxiv.org/abs/2608.23534}, + year = {2026} +} diff --git a/reading-queue.md b/reading-queue.md index 4117867..5629da8 100644 --- a/reading-queue.md +++ b/reading-queue.md @@ -94,6 +94,7 @@ HOLISMOKES -- XVIII. Cosmology with strongly lensed type II supernovae: Effects DONE 2026-09-01 — Mapping the Information Geometry of an Unresolved Dark Matter Population using a Differentiable Strong Lensing Simulator — 2608.18224 DONE 2026-09-03 — Follow-up of SN 2025wny I: Space-based Observations of the First Multiply-imaged Superluminous Supernova — 2608.28413 DONE 2026-09-07 — ALPACA I: Controlling source and PSF systematics in JWST time-delay cosmography with differentiable lens modeling — 2609.04312 +DONE 2026-09-11 — Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation — 2608.23534 ## SMBHs diff --git a/wiki/lensing/sources/deep-learning-lensing.md b/wiki/lensing/sources/deep-learning-lensing.md index 04a09fe..0337069 100755 --- a/wiki/lensing/sources/deep-learning-lensing.md +++ b/wiki/lensing/sources/deep-learning-lensing.md @@ -73,6 +73,36 @@ status: stub - Evidence until the paper identity and canonical key are verified. +## Jarugula 2026 — calibrated NRE cosmology + +**Canonical BibTeX key:** `Jarugula2026` +**Reference:** Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation; arXiv:2608.23534; submitted to Machine Learning: Science and Technology +**Concepts:** [[deep-learning-lensing]], [[lens-statistics]] + +**Supports:** +- Neural Ratio Estimation (NRE) can combine per-lens likelihood ratios into a + population-level posterior, jointly inferring the dark energy + equation-of-state parameter w and the matter density Ω_m from lensing + images plus spectroscopic data. +- A posterior-coverage calibration step corrects the overconfidence typical + of neural density/ratio estimators, giving honest uncertainties at + population scale (~23% on w, ~3% on Ω_m for 100 lenses). +- A simulation-based-inference example of population-level lensing cosmology + with a cosmological target (dark energy, matter density) rather than the + dark-matter-substructure target most SBI lensing studies use. + +**Use when:** +- Citing calibrated NRE/SBI as a route to population-level cosmological + inference (w, Ω_m) from galaxy-galaxy strong lens samples. +- Citing the coverage-calibration approach for correcting neural + density-estimator overconfidence in lensing inference. + +**Do not use for:** +- Substructure/dark-matter population inference — this paper's target is + dark energy and matter density, not subhalo populations. +- Real-survey results — validated on simulations only at time of writing. + + ## See also - [[deep-learning-lensing]] From 176598a84eba7e7ef99c636ba4007c5fb0f23a6e Mon Sep 17 00:00:00 2001 From: Claude Date: Fri, 11 Sep 2026 01:35:05 +0000 Subject: [PATCH 4/4] wiki: blank lines the union merge dropped between two TDCOSMO sections Co-Authored-By: Claude Fable 5.1 Claude-Session: https://claude.ai/code/session_01Rhn9qWAjP54dP27dyEibG2 --- wiki/lensing/sources/time-delay-cosmography.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/wiki/lensing/sources/time-delay-cosmography.md b/wiki/lensing/sources/time-delay-cosmography.md index 2cf14c3..00e3aee 100755 --- a/wiki/lensing/sources/time-delay-cosmography.md +++ b/wiki/lensing/sources/time-delay-cosmography.md @@ -162,7 +162,9 @@ status: stub If the cosmology natural-language paper ever happens, this is a good work to refer to for how H0 analysis is performed currently. + ## Galan 2026 — TDCOSMO XXVIII (H0 from J1537-3010) + **Canonical BibTeX key:** `Galan2026`