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International Conference on Machine Learning for Astrophysics 3rd Ed. - ML4ASTRO3

31 August 2026 to 4 September 2026
University of Malta
Europe/Malta timezone

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Session

Extragalactic Science

2 Sept 2026, 09:00
Aula Prima (University of Malta)

Aula Prima

University of Malta

Valletta Campus, St Paul Street Valletta VLT 1216, Malta

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  1. 68. [INVITED] Machine Learning and Extragalactic Science
    Nicola Rosario Napolitano
    02/09/2026, 09:00
  2. 69. More Than the Sum of Its Parts - Multimodal Learning for Galaxy Evolution in JWST Pure Parallel Observations
    Ivelina Momcheva
    02/09/2026, 09:40
  3. 70. Using UMAP Dimensionality Reduction to Map the Color-Redshift Relation
    Finian Ashmead
    02/09/2026, 10:00
  4. 71. Learning AGN multimodal characterization through optical, x-ray and host galaxy properties
    Noemi Lery Borrelli
    02/09/2026, 10:20
  5. 72. 4MOST/ByCycle: Detecting Cool Circumgalactic Medium Quasar Absorbers via Contextual Anomaly Detection with Variational Autoencoders
    Nicolás Guerra-Varas
    02/09/2026, 11:10
  6. 73. Needles in the cosmic haystack: Innovating the search for Reionization-Era quasars with self-supervised machine learning
    Laura Natalia Martínez Ramírez
    02/09/2026, 11:30
  7. 76. From Projection to Reconstruction: Predicting Peculiar Velocities and Internal Distances in Galaxy Clusters via Graph Neural Networks
    Sheng-Chieh Lin
    02/09/2026, 11:50
  8. 77. End-to-end differentiable forward modeling and inverse inference for integral field spectroscopic data
    Anna Lena Schaible
    02/09/2026, 14:00
  9. 78. J-PAS: A Neural Network Approach to Single Stellar Population Characterization (remote)
    Helena Domínguez Sánchez
    02/09/2026, 14:20
  10. 79. Deep learning approaches to galaxy merger identification and classification
    Subhrata Dey
    02/09/2026, 14:40
  11. 80. TORRCH: Field-level Reconstruction of Reionization Morphology from Galaxy Tracers (remote)
    Soumak Maitra
    02/09/2026, 15:00
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