Christoph Weniger

Delta Institute for Theoretical Physics — Netherlands

Physics and Astronomy · Physical Sciences

46h-index6.8kcitations178works4.22yr avg
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Research Topics

Dark Matter and Cosmic Phenomena(96), Particle physics theoretical and experimental studies(54), Cosmology and Gravitation Theories(54), Astrophysics and Cosmic Phenomena(45), Pulsars and Gravitational Waves Research(22)

Publications172 total

How to embed any likelihood into simulation-based inference: Application to <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:mi>P</mml:mi> <mml:mi>l</mml:mi> <mml:mi>a</mml:mi> <mml:mi>n</mml:mi> <mml:mi>c</mml:mi> <mml:mi>k</mml:mi> </mml:mrow> </mml:math> and stage IV galaxy surveys and dynamical dark energy
Physical review. D/Physical review. D.·2025Open Access
Robust neural determination of the source-count distribution of the <i>Fermi</i> -LAT sky at high latitudes
Physical review. D/Physical review. D.·2025Open Access
Large physics models: towards a collaborative approach with large language models and foundation models
The European Physical Journal C·2025· 2 citedOpen Access
Sequential simulation-based inference for extreme mass ratio inspirals
arXiv (Cornell University)·2025Open Access
Leveraging time-dependent instrumental noise for the LISA stochastic gravitational wave background analysis
Physical review. D/Physical review. D.·2025· 1 cited
Radio sensitivity to a new population of millisecond pulsars in the Sagittarius Dwarf Spheroidal Galaxy
Monthly Notices of the Royal Astronomical Society·2025Open Access
A robust neural determination of the source-count distribution of the Fermi-LAT sky at high latitudes
ArXiv.org·2025Open Access
Tests for model misspecification in simulation-based inference: From local distortions to global model checks
Physical review. D/Physical review. D.·2025· 5 citedOpen Access
JENA Computing Initiative WP2 Report: Software and Heterogeneous Architectures
arXiv (Cornell University)·2025Open Access
Fast Sampling of Cosmological Initial Conditions with Gaussian Neural Posterior Estimation
arXiv (Cornell University)·2025Open Access
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models
arXiv (Cornell University)·2025Open Access
Tests for model misspecification in simulation-based inference: from local distortions to global model checks
arXiv (Cornell University)·2024Open Access
Fast likelihood-free inference in the LSS Stage IV era
Journal of Cosmology and Astroparticle Physics·2024· 8 citedOpen Access
Radio sensitivity to a new population of millisecond pulsars in the Sagittarius Dwarf Spheroidal Galaxy
arXiv (Cornell University)·2024Open Access
Mean-Field Simulation-Based Inference for Cosmological Initial Conditions
arXiv (Cornell University)·2024Open Access
Axion Clouds around Neutron Stars
Physical Review X·2024· 18 citedOpen Access
Numerical analysis of resonant axion-photon mixing
Physical review. D/Physical review. D.·2024· 12 citedOpen Access
Leveraging Time-Dependent Instrumental Noise for LISA SGWB Analysis
arXiv (Cornell University)·2024· 2 citedOpen Access
Numerical Analysis of Resonant Axion-Photon Mixing: Part I
arXiv (Cornell University)·2024· 1 citedOpen Access
SIDE-real: Supernova Ia Dust Extinction with truncated marginal neural ratio estimation applied to real data
Apollo (University of Cambridge)·2024· 5 citedOpen Access
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Frequent Co-authors

Pat Scott(11), Torsten Bringmann(8), M. J. White(8), Lars A. Dal(7), Ben Farmer(7), Anders Kvellestad(7), Antje Putze(7), Gianfranco Bertone(6), Csaba Balázs(6), P. Jackson(6), Alejandro Ibarra(6), T. Edwards(6), Francesca Calore(5), Peter Athron(5), A. G. Buckley(5), Jan Conrad(5), Joakim Edsjö(5), Abram Krislock(5), F. Mahmoudi(5), Are Raklev(5)