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Lectures

  1. Data Driven Radio Astronomy in the SKA era (2 Lectures)

Talks

  1. Calibration for 21cm Cosmology

    • CosmoCube@JPL workshop
    • Jet Propolsion Laboratory, California, US
    • PDF
    • November 2024
  2. On the accuracy of posterior recovery with neural network emulators

    • 21 cm Discussion Group
    • University of Cambridge, Cambridge, UK -October 2024
  3. REACH Calibration Overview

    • REACH Annual General Meeting
    • Mahabaleshwar, India
    • October 2024
  4. Beam Modelling and Emulation for REACH

    • REACH Annual General Meeting
    • Mahabaleshwar, India
    • October 2024
  5. Marginal Bayesian Statistics and Post Processing of Bayesian Constraints

    • Contributed talk at 7th Global 21cm Workshop
    • Raman Research Institute, Bengaluru, India
    • PDF
    • October 2024
  6. Machine Learning enhanced Bayesian Inference for Cosmology

    • Seminar talk at University of St Andrews, Scotland
    • PDF
    • September 2024
  7. Machine Learning enhanced Bayesian Inference for Cosmology

    • Seminar talk at University of Queensland, Brisbane, Australia
    • PDF
    • August 2024
  8. Calibrating Tension Statistics with Neural Ratio Estimation

  9. Calibrating Tension Statistics with Neural Ratio Estimation

    • ML4ASTRO, Catania, Sicily (Remote)
    • PDF
    • July 2024
  10. Machine Learning Enhanced Bayesian Workflows for Galaxies

    • Galaxies Discussion Group, University of Cambridge
    • PDF
    • May 2024
  11. Calibrating Tension Statistics with Neural Ratio Estimation

  12. 21cm Cosmology as a probe of the high redshfit universe

  13. Observing the first stars and galaxies

    • Research Salon, St Edmunds College, Cambridge
    • PDF
    • November 2023
  14. Novel Statistical Methods and 21-cm Cosmology

  15. Joint analysis constraints from 21-cm probes with normalizing flows

  16. REACH Calibration Software Update

  17. On the Current Constraints on Superconducting Cosmic Strings from 21-cm Cosmology.

  18. Joint analysis constraints on the physics of the first galaxies.

  19. Utilizing Normalizing Flows in our Bayesian Workflows.

  20. Joint analysis constraints on the physics of the first galaxies with low frequency radio astronomy data

  21. Machine Learning for 21-cm Cosmology

    • DARA REACH workshop
    • PDF
    • February 2023
  22. Astrophysics from the SARAS3 non-detection of the global 21-cm signal

  23. Marginal Bayesian Statistics with Masked Autoregressive Flows and Kernel Density Estimators

  24. globalemu: Novel and robust emulation of 21-cm signals from the Epoch of Reionization

  25. Constraining the Astrophysics of the Early Universe using the SARAS Instrumentation

  26. A comprehensive Bayesian re-analysis of the SARAS2 data from the Epoch of Reionization

  27. globalemu: A novel and robust approach to emulating the global 21-cm signal with neural networks

  28. A Bayesian re-analysis of the sky-averaged 21-cm experimental data from SARAS2

  29. globalemu: novel and robust global 21-cm signal emulation

  30. maxsmooth and its applications in science at low frequencies

  31. maxsmooth and its applications to 21-cm cosmology

Posters

  1. globalemu: A novel and robust approach for emulating the sky averaged 21-cm signal from the cosmic dawn and epoch of reionization

    • A Precursor View of the SKA Sky, Virtual Conference
    • PDF
    • May 2021
  2. REACH: Radio Experiment for the Analysis of Cosmic Hydrogen

  3. REACH: Radio Experiment for the Analysis of Cosmic Hydrogen

    • Graduate Conference, University of Cambridge
    • PDF
    • November 2019

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