Institut d'Astrophysique de Paris

ML-IAP/CCA-2023: Debate #1 "Is there truth in latent space?"

Star formation is a genuinely multiscale process

The main sequence of active galaxies: a star formation history

GÉOMÉTRIE NON COMMUTATIVE ET PHYSIQUE

Information field theory: from astronomical imaging to artificial intelligence

What excites me in being a cosmologist

Type Ia Supernova cosmology: The ZTF survey in the context of cosmological tensions

Review: Deep learning algorithms for morphological classification of galaxies (H. Dominguez-Sanchez)

Do Giant Impacts Kickstart Rocky Planet Habitability?

Cosmic ray feedback and magnetic dynamos in galaxy formation

Machine-directed gravitational-wave counterpart discovery

« L'ÉCOLE (PUBLIQUE ET PRIVÉE) ET LA RÉPUBLIQUE »

Anomaly detection using local measures of uncertainty in latent representations

« FAUT-IL INTERDIRE LA RECHERCHE ? »

Generative Topographic Mapping for tomographic redshift estimates

Scientific Discovery from Ordered Information Decomposition

LA RÉVOLUTION DES EXOPLANÈTES

« LES PREMIERS RÉSULTATS DU TÉLESCOPE SPATIAL EUCLID »

« L’ÉGLISE ET LES LUMIÈRES FACE À LA MORTALITÉ DES ENFANTS : LE MOMENT DE CONDORCET »

« LES ÉTOILES PRIMITIVES, TRACES FOSSILES DES ORIGINES DE NOTRE VOIE LACTÉE »

Dark matter searches: status and prospects

« D'AUTRES MONDES DANS LE COSMOS ? »

« NOUS SOMMES DES POUSSIÈRES D'ÉTOILES »

Dissecting core-collapse supernovae using neutrinos

L’Institut d’astrophysique de Paris vous souhaite une excellente année 2024 !

The vigorous growth of early galaxies

« ÉNERGIE NOIRE ET INTELLIGENCE ARTIFICIELLE »

« LE LASER ULTRA INTENSE ET SES APPLICATIONS EN ASTROPHYSIQUE ET COSMOLOGIE »

From X-rays to gamma-rays: recent developments on supernova remnants physics

« LES AMAS DE GALAXIES COMME SONDES COSMOLOGIQUES ET LABORATOIRES ASTROPHYSIQUES »

Search for gravitational waves with pulsar timing array

« LA VIE AILLEURS ? »

Machine Learning Powered Inference in Cosmology

CNNs reveal crucial degeneracies in strong lensing subhalo detection

Assessing and Benchmarking the Fidelity of Posterior Inference Methods for Astrophysics Data An ...

Likelihood-free Forward Modeling for Cluster Weak Lensing and Cosmology

Doing More With Less; Label-Efficient Learning for Euclid and Rubin

Extending the Reach of Gaia DR3 with Self-Supervision

Data-driven galaxy morphology at z higher than 3 with contrastive learning and cosmological si ...

Who threw that rock? Tracing the path of martian meteorites back to the crater of origin using ML

ML-IAP/CCA-2023: Debate #2 "What can machine-learning do for the next generation surveys?"

Review: Symbolic regression (Miles Cranmer)

HySBI - Hybrid Simulation-Based Inference

Explaining dark matter halo abundance with interpretable deep learning

Emulating the Universe: overcoming computational roadblocks with Gaussian processes

CNNs reveal crucial degeneracies in strong lensing subhalo detection

Efficient and fast deep learning approaches to denoise large radioastronomy line cubes ​and to ...

Optimizing Galaxy Sample Selections for Weak Lensing Cluster Cosmology