Cover Image

Flinch: A Differentiable Framework for Field-Level Inference of Cosmological parameters from curved sky data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Crespi, Andrea, Bonici, Marco, Loureiro, Arthur, Ruiz-Zapatero, Jaime, Sladoljev, Ivan, Li, Zack, Bayer, Adrian, Millea, Marius, Seljak, Uroš
Format:	Preprint
Published:	2025
Subjects:	Cosmology and Nongalactic Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Field-Level Inference from Galaxies: BAO Reconstruction
by: Bayer, Adrian E., et al.
Published: (2026)

Initial Conditions from Galaxies: Machine-Learning Subgrid Correction to Standard Reconstruction
by: Parker, Liam, et al.
Published: (2025)

Multiscale Flow for Robust and Optimal Cosmological Analysis
by: Dai, Biwei, et al.
Published: (2023)

Capse.jl: efficient and auto-differentiable CMB power spectra emulation
by: Bonici, Marco, et al.
Published: (2023)

Selecting samples of galaxies with fewer Fingers-of-God
by: Lizancos, Antón Baleato, et al.
Published: (2025)

Inference of gravitational lensing and patchy reionization with future CMB data
by: Bianchini, Federico, et al.
Published: (2022)

Fluctuation without dissipation: Microcanonical Langevin Monte Carlo
by: Robnik, Jakob, et al.
Published: (2023)

Persistent Sampling: Enhancing the Efficiency of Sequential Monte Carlo
by: Karamanis, Minas, et al.
Published: (2024)

Reassessment of Kepler's habitable zone Earth-like exoplanets with data-driven null-signal templates
by: Robnik, Jakob, et al.
Published: (2025)

Faster parallel MCMC: Metropolis adjustment is best served warm
by: Robnik, Jakob, et al.
Published: (2026)

Periodicity significance testing with null-signal templates: reassessment of PTF's SMBH binary candidates
by: Robnik, Jakob, et al.
Published: (2024)

Local Primordial non-Gaussian Bias from Time Evolution
by: Sullivan, James M., et al.
Published: (2025)

Validating Sequential Monte Carlo for Gravitational-Wave Inference
by: Williams, Michael J., et al.
Published: (2025)

Detecting Modeling Bias with Continuous Time Flow Models on Weak Lensing Maps
by: Diao, Kangning, et al.
Published: (2025)

A comparative study of cosmological constraints from weak lensing using Convolutional Neural Networks
by: Sharma, Divij, et al.
Published: (2024)

Simulation-Efficient Cosmological Inference with Multi-Fidelity SBI
by: Thiele, Leander, et al.
Published: (2025)

Counterdiabatic Hamiltonian Monte Carlo
by: Cohn-Gordon, Reuben, et al.
Published: (2026)

Machine Learning
by: Duarte, Javier M., et al.
Published: (2025)

Learning to Concentrate: Multi-tracer Forecasts on Local Primordial Non-Gaussianity with Machine-Learned Bias
by: Sullivan, James M, et al.
Published: (2023)

Black-box unadjusted Hamiltonian Monte Carlo
by: Robnik, Jakob, et al.
Published: (2024)

A Probabilistic Autoencoder for Galaxy SED Reconstruction and Redshift Estimation: Application to Mock SPHEREx Spectrophotometry
by: Feder, Richard M., et al.
Published: (2026)

An Analytic Hybrid Halo + Perturbation Theory Model for Small-scale Correlators: Baryons, Halos, and Galaxies
by: Sullivan, James M., et al.
Published: (2021)

Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
by: Robnik, Jakob, et al.
Published: (2025)

The HalfDome Multi-Survey Cosmological Simulations: N-body Simulations
by: Bayer, Adrian E., et al.
Published: (2024)

Differentiable Cosmological Hydrodynamics for Field-Level Inference and High Dimensional Parameter Constraints
by: Horowitz, Benjamin, et al.
Published: (2025)

Assessment of Gradient-Based Samplers in Standard Cosmological Likelihoods
by: Mootoovaloo, Arrykrishna, et al.
Published: (2024)

$\mathtt{emuflow}$: Normalising Flows for Joint Cosmological Analysis
by: Mootoovaloo, Arrykrishna, et al.
Published: (2024)

The Age of the Universe with Globular Clusters III: Gaia distances and hierarchical modeling
by: Valcin, David, et al.
Published: (2025)

Sequential Kalman Tuning of the $t$-preconditioned Crank-Nicolson algorithm: efficient, adaptive and gradient-free inference for Bayesian inverse problems
by: Grumitt, Richard D. P., et al.
Published: (2024)

Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations
by: Bayer, Adrian E., et al.
Published: (2025)

Exoplanet transit search at the detection limit: detection and false alarm vetting pipeline
by: Robnik, Jakob, et al.
Published: (2026)

A field-level emulator for modeling baryonic effects across hydrodynamic simulations
by: Sharma, Divij, et al.
Published: (2024)

Impact & Mitigation of Polarized Extragalactic Foregrounds on Bayesian Cosmic Microwave Background Lensing
by: Qu, Frank J., et al.
Published: (2024)

Can Microcanonical Langevin Dynamics Leverage Mini-Batch Gradient Noise?
by: Sommer, Emanuel, et al.
Published: (2026)

Microcanonical Hamiltonian Monte Carlo
by: Robnik, Jakob, et al.
Published: (2022)

The Age of the Universe with Globular Clusters IV: Multiple Stellar Populations
by: Valcin, David, et al.
Published: (2026)

Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
by: Sommer, Emanuel, et al.
Published: (2025)

Electronic Reference Library: Silverplatter's Database Networking Solution.
by: Millea, Megan
Published: (1996)

Simulation-Based Inference Benchmark for Weak Lensing Cosmology
by: Zeghal, Justine, et al.
Published: (2024)

Differentiable Fuzzy Cosmic-Web for Field Level Inference
by: Rosselló, P., et al.
Published: (2025)