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Hamilton's Principle
- Teaching Lecture for Faculty Job at Cavendish Physics University of Cambridge
- Additional material includes lecture notes, problem sheet and python notebooks
- Lecture
- Additional Material
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Data Driven Radio Astronomy in the SKA era (2 Lectures)
- Mphil Data Intensive Science Minor Module 2024 and 2025
- University of Cambridge
- Lectures:
- Code Examples
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Machine Learning the Infant Universe
- Jodrell Bank Center for Astrophysics Colloquium
- University of Manchester, Manchester
- Invited
- February 2026
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On the accuracy of posterior recovery with neural network emulators
- Modern Numerics for Theoretical Physics Seminar Series
- Institute for Theoretical Physics, Heidelberg
- Invited
- October 2025
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Machine Learning the Infant Universe
- Introduction to KICC 2025
- October 2025
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On the accuracy of posterior recovery with neural networks
- Global 21-cm Workshops
- Caltech
- September 2025
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Constraining the stochasticity of star formation
- The Future of SED Fitting
- University of Cambridge
- July 2025
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21-cm Cosmology and REACH
- UC Louvain
- Louvain La Neuve
- July 2025
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Machine Learning the Infant Universe
- Cavendish Physics, University of Cambridge
- Faculty Job Talk
- July 2025
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On the accuracy of posterior recovery with neural network emulators
- European Astronomical Society Annual Meeting
- Cork, Ireland
- June 2025
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On the accuracy of posterior recovery with neural network emulators
- European AI for Fundamental Physics Conference
- Cagliari, Sardinia
- June 2025
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Constraining the stochasticity of star formation across galaxy populations with simulation based inference
- SBI for Galaxies
- University of Bristol
- May 2025
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21cm Cosmology and the PopIII IMF
- Extragalactic Group Cambridge
- Univerisity of Cambridge
- April 2025
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On the accuracy of posterior recovery with neural network emulators
- Cosmological Inference in High Dimensions
- Kavli Science Focus Meeting
- Univeristy of Cambridge
- November 2024
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Calibration for 21cm Cosmology
- CosmoCube@JPL workshop
- Jet Propolsion Laboratory, California, US
- November 2024
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On the accuracy of posterior recovery with neural network emulators
- 21 cm Discussion Group
- University of Cambridge, Cambridge, UK
- October 2024
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REACH Calibration Overview
- REACH Annual General Meeting
- Mahabaleshwar, India
- October 2024
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Beam Modelling and Emulation for REACH
- REACH Annual General Meeting
- Mahabaleshwar, India
- October 2024
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Marginal Bayesian Statistics and Post Processing of Bayesian Constraints
- Contributed talk at 7th Global 21cm Workshop
- Raman Research Institute, Bengaluru, India
- October 2024
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Machine Learning enhanced Bayesian Inference for Cosmology
- Seminar talk at University of St Andrews, Scotland
- September 2024
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Machine Learning enhanced Bayesian Inference for Cosmology
- Seminar talk at University of Queensland, Brisbane, Australia
- August 2024
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Calibrating Tension Statistics with Neural Ratio Estimation
- XVIth Quark Confinement and Hadron Spectrum
- Cairns, Australia
- Invited talk
- August 2024
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Calibrating Tension Statistics with Neural Ratio Estimation
- ML4ASTRO, Catania, Sicily (Remote)
- July 2024
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Machine Learning Enhanced Bayesian Workflows for Galaxies
- Galaxies Discussion Group, University of Cambridge
- May 2024
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Calibrating Tension Statistics with Neural Ratio Estimation
- European AI for Fundamental Physics Conference
- Amsterdam
- Contributed 20 minute talk.
- April 2024
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21cm Cosmology as a probe of the high redshfit universe
- A multi-tracer view of galaxies in the first few billion years
- Royal Astronomical Society, London
- February 2024
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Observing the first stars and galaxies
- Research Salon, St Edmunds College, Cambridge
- November 2023
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Novel Statistical Methods and 21-cm Cosmology
- KICC Intro 2023
- October 2023
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Joint analysis constraints from 21-cm probes with normalizing flows
- REACH Annual Meeting
- September 2023
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REACH Calibration Software Update
- REACH Annual Meeting
- September 2023
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On the Current Constraints on Superconducting Cosmic Strings from 21-cm Cosmology.
- 21-cm Cosmology: Dark Ages, Cosmic Dawn and the Epoch of Reionization, URSI GASS 2023, Sapporo, Japan
- On behalf of Thomas Gessey-Jones
- August 2023
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Joint analysis constraints on the physics of the first galaxies.
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Utilizing Normalizing Flows in our Bayesian Workflows.
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Joint analysis constraints on the physics of the first galaxies with low frequency radio astronomy data
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Machine Learning for 21-cm Cosmology
- DARA REACH workshop
- February 2023
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Astrophysics from the SARAS3 non-detection of the global 21-cm signal
- 5th Global 21-cm workshop
- October 2022
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Marginal Bayesian Statistics with Masked Autoregressive Flows and Kernel Density Estimators
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globalemu: Novel and robust emulation of 21-cm signals from the Epoch of Reionization
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Constraining the Astrophysics of the Early Universe using the SARAS Instrumentation
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A comprehensive Bayesian re-analysis of the SARAS2 data from the Epoch of Reionization
- SAZERAC 21-cm Gulp (Online).
- March 2022
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globalemu: A novel and robust approach to emulating the global 21-cm signal with neural networks
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A Bayesian re-analysis of the sky-averaged 21-cm experimental data from SARAS2
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globalemu: novel and robust global 21-cm signal emulation
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maxsmooth and its applications in science at low frequencies
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maxsmooth and its applications to 21-cm cosmology
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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
- May 2021
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REACH: Radio Experiment for the Analysis of Cosmic Hydrogen
- Science at Low Frequencies VI, Arizona State University
- December 2019
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REACH: Radio Experiment for the Analysis of Cosmic Hydrogen
- Graduate Conference, University of Cambridge
- November 2019