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Poster
Wed 16:30 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
Eirini Angeloudi · Jeroen Audenaert · Micah Bowles · Benjamin M. Boyd · David Chemaly · Brian Cherinka · Ioana Ciucă · Miles Cranmer · Aaron Do · Matthew Grayling · Erin E. Hayes · Tom Hehir · Shirley Ho · Marc Huertas-Company · Kartheik Iyer · Maja Jablonska · Francois Lanusse · Henry Leung · Kaisey Mandel · Rafael Martínez-Galarza · Peter Melchior · Lucas Meyer · Liam Parker · Helen Qu · Jeff Shen · Michael Smith · Connor Stone · Mike Walmsley · John Wu
Workshop
Cosmological super-resolution of the 21-cm signal
Simon Pochinda · Jiten Dhandha · Anastasia Fialkov · Eloy de Lera Acedo
Workshop
Convolutional Vision Transformer for Cosmology Parameter Inference
Yash Gondhalekar · Kana Moriwaki
Workshop
Reconstruction of Continuous Cosmological Fields from Discrete Tracers with Graph Neural Networks
Yurii Kvasiuk · Jordan Krywonos · Matthew Johnson · Moritz Münchmeyer
Workshop
Mean-Field Simulation-Based Inference for Cosmological Initial Conditions
Oleg Savchenko · Florian List · Noemi Anau Montel · Christoph Weniger · Guillermo Franco Abellán
Workshop
Normalising Flow for Joint Cosmological Analysis
Arrykrishna Mootoovaloo · David Alonso · Jaime Ruiz-Zapatero · Carlos Garcia-Garcia
Workshop
Enhancing Cosmological Simulations with Efficient and Interpretable Machine Learning in the Gabor Wavelet Basis
Cooper Jacobus · Leander Thiele · Peter Harrington · Jia Liu · Zarija Lukić
Workshop
Joint cosmological parameter inference and initial condition reconstruction with Stochastic Interpolants
Carolina Cuesta · Adrian Bayer · Michael Albergo · Siddharth Mishra-Sharma · Chirag Modi · Daniel Eisenstein
Workshop
A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing
Julia Balla · Siddharth Mishra-Sharma · Carolina Cuesta · Tommi Jaakkola · Tess Smidt
Workshop
Emulation and Assessment of Gradient-Based Samplers in Cosmology
Arrykrishna Mootoovaloo · David Alonso · Jaime Ruiz-Zapatero · Carlos Garcia-Garcia
Workshop
Sun 13:15 Contributed talk: Joint cosmological parameter inference and initial condition reconstruction with Stochastic Interpolants
Carolina Cuesta