Date: Oct 24 (Thu) 16:30-18:30
Place: International Conference Hall II in Clock Tower
16:30-16:45 Introduction and overview of session themes [Adrian Elazar Bayer (Princeton)]
16:45-17:00 Simulations
Erick Munive Villa (CEICO-FZU)
"Cosmological simulations with an Ultra-light dark Matter candidadte"
Jessica Nayely Lopez Sanchez (CEICO-FZU)
"Structure formation in spin-s ULDM "
Deyan Mihaylov (CWRU)
"Numerical cosmological simulations of topology"
17:00-17:15 Generative Models / Reconstruction
Reyhan Dani Lambaga (LeCosPA)
"Enhanced CMB Reconstruction with Dilated Convolutional Neural Networks"
Aurélien Decelle (UCM)
"Generative modelling and the cosmic web structure"
Sungwook E. Hong (KASI)
"Revealing the Local Cosmic Web from Galaxies by Deep Learning"
17:15-17:25 Inference (HSC)
Joaquín Andrés Armijo (Kavli IPMU)
"Cosmological constraints using Minkowski functionals from the first year data of the Hyper Suprime-Cam"
Camila Paiva Novaes (INPE)
"Likelihood-free inference with HSC Y1 weak lensing"
Leander Thiele (Kavli IPMU)
"Non-gaussian statistics of HSC Y1 weak lensing"
Jessica Alice Cowell (Oxford, Kavli IPMU)
"The fist application of Marked Power Spectra to 2D fields"
17:25-17:30 Inference (DES)
Marco Gatti (KICP Uchicago)
"Cosmology with weak lensing non Gaussian statistics and machine learning with Dark Energy Survey Year 3 data"
17:30-17:35 Inference (BOSS)
Georgios Valogiannis (KICP)
"Precise Cosmological Constraints from BOSS and DESI Galaxy Clustering using the Wavelet Scattering Transform"
17:35-17:45 Inference (project-independent)
Silvan Fischbacher (ETH Zurich)
"Simulation-based inference of galaxy population models for photometric redshift estimation"
Guillermo Franco Abellán (GRAPPA)
"Fast likelihood-free inference in the LSS Stage-IV era"
17:45-18:00 Bayesian Sampling / Model Selection
Camilla Theresia Grøn Sørensen (IFA)
"Bayesian Model Selection of Inflationary Models Using the CONNECT Emulation Framework"
Andreas Nygaard (IFA-AU)
"Advanced Strategies for Cosmological Emulation with CONNECT"
Sven Günther (TTK)
"OLÉ - Active Sampling and Differentiable Emulation for Cosmology"
18:00-18:15 Lightning Talks
Marienza Caldarola (IFT UAM-CSIC)
"Astrometric constraints on stochastic gravitational wave background with neural networks"
David Magalhães Oliveira (IA / FCUL - Portugal)
"How far are we from narrow AI Systems writing the Equations of the Universe?"
Indira Ocampo Justiniano (IFT UAM-CSIC)
"Enhancing Cosmological Model Selection with Interpretable Machine Learning"
Keitaro Ishikawa (Nagoya U.)
"Emulating Halo Correlations in Redshift Space: A Neural Network Approach to Halo Assembly Bias"
Jun-Sung Moon (SNU)
"A New Parameter to Measure the Degree of Misalignment between the Protogalaxy Inertia and Initial Tidal Tensors"
18:15-18:30 Discussion [Adrian Elazar Bayer (Princeton) and Jia Liu (Kavli IPMU)]