Quantitative classicality in cosmological interactions during inflation

Kavli Affiliate: E. P. S. Shellard| First 5 Authors: Yoann L. Launay, Yoann L. Launay, , , | Summary:We examine the classical and quantum evolution of inflationary cosmological perturbations from quantum initial conditions, using the on-shell and off-shell contributions to correlators to investigate the signatures of interactions. In particular, we calculate the Keldysh contributions to […]


Continue.. Quantitative classicality in cosmological interactions during inflation

Filtering in CMB data analysis with application to ACT DR4 and Planck observations

Kavli Affiliate: Anthony Challinor | Summary:Motivated by observed discrepancies between the Atacama Cosmology Telescope Data Release 4 (ACT DR4) and Planck 2018 cosmic microwave background (CMB) anisotropy power spectra, particularly in the cross-correlation of temperature and E-mode polarization, we investigate challenges that may be encountered in the comparison of satellite and ground-based CMB data. In […]


Continue.. Filtering in CMB data analysis with application to ACT DR4 and Planck observations

DAmodel: Hierarchical Bayesian Modelling of DA White Dwarfs for Spectrophotometric Calibration

Kavli Affiliate: Kaisey Mandel | Summary:We use hierarchical Bayesian modelling to calibrate a network of 32 all-sky faint DA white dwarf (DA WD) spectrophotometric standards ($16.5 < V < 19.5$) alongside three CALSPEC standards, from 912 Å to 32 $μ$m. The framework is the first of its kind to jointly infer photometric zeropoints and WD […]


Continue.. DAmodel: Hierarchical Bayesian Modelling of DA White Dwarfs for Spectrophotometric Calibration

The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data

Kavli Affiliate: Kaisey Mandel | Summary:We present the MULTIMODAL UNIVERSE, a large-scale multimodal dataset of scientific astronomical data, compiled specifically to facilitate machine learning research. Overall, the MULTIMODAL UNIVERSE contains hundreds of millions of astronomical observations, constituting 100,TB of multi-channel and hyper-spectral images, spectra, multivariate time series, as well as a wide variety of associated […]


Continue.. The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data

Multi-Agent System for Cosmological Parameter Analysis

Kavli Affiliate: Blake Sherwin | First 5 Authors: Andrew Laverick, Kristen Surrao, Inigo Zubeldia, Boris Bolliet, Miles Cranmer | Summary: Multi-agent systems (MAS) utilizing multiple Large Language Model agents with Retrieval Augmented Generation and that can execute code locally may become beneficial in cosmological data analysis. Here, we illustrate a first small step towards AI-assisted […]


Continue.. Multi-Agent System for Cosmological Parameter Analysis

Buchdahl bound, photon ring, ISCO and radial acceleration in Einstein-æther theory

Kavli Affiliate: Anthony Lasenby | Summary:Spherically symmetric Einstein-æther (EÆ) theory with a Maxwell-like kinetic term is revisited. We consider a general choice of the metric and the æther field, finding that:~(i) there is a gauge freedom allowing one always to use a diagonal metric; and~(ii) the nature of the Maxwell equation forces the æther field […]


Continue.. Buchdahl bound, photon ring, ISCO and radial acceleration in Einstein-æther theory

Hair is complicated: Gravitational waves from stable and unstable boson-star mergers

Kavli Affiliate: Ulrich Sperhake| First 5 Authors: Bo-Xuan Ge, Bo-Xuan Ge, , , | Summary:We explore the gravitational-wave emission from head-on collisions of equal-mass solitonic boson-star binaries from simulations spanning a two-dimensional parameter space, consisting of the central scalar-field amplitude of the stars and the solitonic potential parameter. We report the gravitational-wave energies emitted by […]


Continue.. Hair is complicated: Gravitational waves from stable and unstable boson-star mergers

Hair is complicated: Gravitational waves from stable and unstable boson-star mergers

Kavli Affiliate: Ulrich Sperhake | Summary:We explore the gravitational-wave emission from head-on collisions of equal-mass solitonic boson-star binaries from simulations spanning a two-dimensional parameter space, consisting of the central scalar-field amplitude of the stars and the solitonic potential parameter. We report the gravitational-wave energies emitted by boson-star binaries which, due to their combination of moderately […]


Continue.. Hair is complicated: Gravitational waves from stable and unstable boson-star mergers

Classification of Radio Backgrounds at Cosmic Dawn and 21 cm Signal Confirmation Using Neural Networks

Kavli Affiliate: George Efstathiou | Summary:Several ongoing and upcoming radio telescopes aim to detect either the global 21 cm signal or the 21 cm power spectrum. The extragalactic radio background, as detected by ARCADE-2 and LWA-1, suggests a strong radio background from cosmic dawn, which can significantly alter the cosmological 21 cm signal, enhancing both […]


Continue.. Classification of Radio Backgrounds at Cosmic Dawn and 21 cm Signal Confirmation Using Neural Networks

Personalizing Prostate Cancer Education for Patients Using an EHR-Integrated LLM Agent

Kavli Affiliate: A. C. Davis| First 5 Authors: Yuexing Hao, Yuexing Hao, , , | Summary:Cancer patients often lack timely education and personalized support due to clinician workload. This quality improvement study develops and evaluates a Large Language Model (LLM) agent, MedEduChat, which is integrated with the clinic’s electronic health records (EHR) and designed to […]


Continue.. Personalizing Prostate Cancer Education for Patients Using an EHR-Integrated LLM Agent