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Canonical reference. 78% of citing Pith papers cite this work as background.

225 Pith papers citing it
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TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information

stat.ML · 2026-05-08 · conditional · novelty 8.0

TopoFisher optimizes trainable filtrations, vectorizations, and compressors in persistent homology to maximize Fisher information, yielding higher information than fixed cosmological summaries and approaching neural baselines with far fewer parameters while generalizing better under simulator shifts

GPU-Accelerated X-ray Pulse Profile Modeling

astro-ph.HE · 2025-10-09 · conditional · novelty 8.0

First public GPU-accelerated pulse-profile modeling code for X-ray millisecond pulsars that delivers 10^3–10^4 speedups to 2–5 ms per evaluation at 10^{-3} relative accuracy and removes an interpolation bias in atmosphere tables.

RUBIES: The Evolution of the Ionization Parameter from 0 < z < 9

astro-ph.GA · 2026-05-28 · unverdicted · novelty 7.0

RUBIES JWST sample shows U increases with redshift and sSFR, decreases with mass, rising by a factor of ~4 from z=2 to z=6 at fixed mass and sSFR, with 0.3 dex systematic uncertainty from photoionization model range.

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