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Astro Data Science Discussion Group

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Local interest meeting for applications of Machine Learning and Data Science in fields of Astronomy, Astrophysics and Cosmology.

If you have a question about this list, please contact: David Yallup; Sinan Deger; Miles Cranmer; Dr Priscilla Canizares; 65128; Harry Bevins. If you have a question about a specific talk, click on that talk to find its organiser.

0 upcoming talks and 30 talks in the archive.

Detecting Localised Density Anomalies in Multivariate Data

User Max Autenrieth (StatsLab/IoA).

House Martin Ryle Seminar Room, KICC.

Monday 23 March 2026, 16:00-17:00

AION-1: An Omnimodal Foundation Model for Astronomical Sciences

User Thomas Hehir (IoA).

House Martin Ryle Seminar Room, KICC.

Monday 02 March 2026, 16:00-17:00

Hierarchical Bayesian inference: constraining population distribution of dark matter halo shapes via stellar streams

User David Chemaly (IoA).

House Martin Ryle Seminar Room, KICC.

Monday 16 February 2026, 16:00-17:00

A Conceptual Introduction to Deep Learning

User Joshua Speagle (Univ. of Toronto).

House Martin Ryle Seminar Room, KICC.

Monday 08 December 2025, 16:00-17:00

Measuring the Milky Way's Mass with Gaia

User Gregory Green (MPIA).

House Martin Ryle Seminar Room, KICC.

Monday 24 November 2025, 16:00-17:00

Cosmology as an Optimisation Problem

User T. Lucas Makinen (DAMTP).

House Martin Ryle Seminar Room, KICC.

Monday 10 November 2025, 16:00-17:00

Real-time ML-powered transient discovery with GOTO and Kilonova Seekers

User Tom Killestein (Warwick).

House Martin Ryle Seminar Room, KICC.

Thursday 14 August 2025, 16:00-17:00

Bayesian Component Separation for DESI LAE Automated Spectroscopic Redshifts and Photometric Targeting

User Ana Sofía Uzsoy (Harvard).

House Martin Ryle Seminar Room, KICC.

Monday 21 July 2025, 16:00-17:00

Novel Approaches to Black Hole Ringdown Fits

User Richard Dyer (IoA).

House Martin Ryle Seminar Room, KICC.

Monday 16 June 2025, 16:00-17:00

From Squiggles to Signals: Learning Useful Representations for Discovery in Time-Domain Astronomy

User Daniel Muthukrishna (MIT).

House Martin Ryle Seminar Room, KICC.

Tuesday 10 June 2025, 16:00-17:00

Imaging and Design with Differentiable Physics Models

User Benjamin Pope (Macquarie University).

House Martin Ryle Seminar Room, KICC.

Monday 02 June 2025, 16:00-17:00

Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra

User Dr. Vidhi Lalchand (MIT).

House Martin Ryle Seminar Room, KICC.

Monday 24 March 2025, 16:00-17:00

Statistical aspects in the determination of the proton's structure

User Maria Ubiali (DAMTP).

House Martin Ryle Seminar Room, KICC.

Monday 10 March 2025, 16:00-17:00

Integrated 3-point correlation functions of weak lensing cosmic shear

User Dr Anik Halder (Institute of Astronomy).

House Martin Ryle Seminar Room, KICC.

Monday 24 February 2025, 16:00-17:00

Approximate the Simulator, Not the Inference: Using Converging Hamiltonian Monte Carlo for Flexible SBI in Astronomy

User Matthew O'Callaghan (IoA, Cambridge).

House Martin Ryle Seminar Room, KICC.

Monday 10 February 2025, 16:00-17:00

Everything is connected: galaxy properties couple internally, environmentally, and historically

User Christian Kragh Jespersen (Princeton University).

House Martin Ryle Seminar Room, KICC.

Monday 09 December 2024, 16:00-17:00

Data validation through anomaly detection for Gaia DR4

User Sireesha Chamarthi (IoA / CASU).

House Martin Ryle Seminar Room, KICC.

Monday 25 November 2024, 16:00-17:00

Type Ia Supernovae standardisation with the ZTF SN Ia DR2 sample

User Madeleine Ginolin (IP2I, Lyon).

House Martin Ryle Seminar Room, KICC.

Monday 11 November 2024, 16:00-17:00

Scaling laws for large time-series models: More data, more parameters

User James Alvey (KICC).

House Martin Ryle Seminar Room, KICC.

Monday 28 October 2024, 16:00-17:00

Hybrid Summary Statistics: Telling Neural Networks where to look

User Lucas Makinen (Imperial).

House Martin Ryle Seminar Room, KICC.

Monday 14 October 2024, 16:00-17:00

From TDEs and GRBs to supernovae - Redback: A Bayesian inference software package for electromagnetic transients

User Nikhil Sarin (Stockholm University).

House Hoyle Committee Room, IoA.

Wednesday 09 October 2024, 16:30-17:30

The future of astronomy in the era of AI and big data

User Sara Webb (Swinburne University of Technology).

House Martin Ryle Seminar Room, KICC.

Wednesday 12 June 2024, 10:00-11:00

Learning Posterior Distributions in Underdetermined Inverse Problems

User Christina Runkel, DAMTP, Cambridge Image Analysis..

House Martin Ryle Seminar Room, KICC.

Wednesday 22 May 2024, 10:00-11:00

EuCAIFCon recap

User Speaker to be confirmed.

House Martin Ryle Seminar Room, KICC.

Wednesday 08 May 2024, 10:00-11:00

Neural ratio estimation: the future of supernova cosmology?

User Matthew Grayling (University of Cambridge).

House Martin Ryle Seminar Room, KICC.

Wednesday 24 April 2024, 10:00-11:00

pop-cosmos: Comprehensive Forward Modelling of Photometric Galaxy Survey Data

User Stephen Thorp - Oskar Klein Centre, Stockholm University.

House Martin Ryle Seminar Room, KICC.

Wednesday 27 March 2024, 10:00-11:00

Simulation Based Inference - an inevitable future?

User David Yallup (University of Cambridge).

House Martin Ryle Seminar Room, KICC.

Wednesday 28 February 2024, 10:00-11:00

An Overview of Probabilistic Latent Variable Models

User Aditya Ravuri (Computer Lab).

House Martin Ryle Seminar Room, KICC.

Wednesday 14 February 2024, 10:00-11:00

Application of normalising flows to hierarchical Bayesian inference

User Will Handley (Cavendish/KICC).

House Martin Ryle Seminar Room, KICC.

Wednesday 17 January 2024, 10:00-11:00

Introduction to Transformers and N-grams

User Sinan Deger (Institute of Astronomy).

House Martin Ryle Seminar Room, KICC.

Wednesday 06 December 2023, 10:00-11:00

Please see above for contact details for this list.

Astro Data Science Discussion Group

ℹ️ More details 📅 Subscribe (iCal)

Local interest meeting for applications of Machine Learning and Data Science in fields of Astronomy, Astrophysics and Cosmology.

Contact: David Yallup ; Sinan Deger ; Miles Cranmer ; Dr Priscilla Canizares ; 65128 ; Harry Bevins

0 upcoming talks View 30 archived talks

Detecting Localised Density Anomalies in Multivariate Data

👤 Max Autenrieth (StatsLab/IoA) 📅 Monday 23 March 2026, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

AION-1: An Omnimodal Foundation Model for Astronomical Sciences

👤 Thomas Hehir (IoA) 📅 Monday 02 March 2026, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Hierarchical Bayesian inference: constraining population distribution of dark matter halo shapes via stellar streams

👤 David Chemaly (IoA) 📅 Monday 16 February 2026, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

A Conceptual Introduction to Deep Learning

👤 Joshua Speagle (Univ. of Toronto) 📅 Monday 08 December 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Measuring the Milky Way's Mass with Gaia

👤 Gregory Green (MPIA) 📅 Monday 24 November 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Cosmology as an Optimisation Problem

👤 T. Lucas Makinen (DAMTP) 📅 Monday 10 November 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Real-time ML-powered transient discovery with GOTO and Kilonova Seekers

👤 Tom Killestein (Warwick) 📅 Thursday 14 August 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Bayesian Component Separation for DESI LAE Automated Spectroscopic Redshifts and Photometric Targeting

👤 Ana Sofía Uzsoy (Harvard) 📅 Monday 21 July 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Novel Approaches to Black Hole Ringdown Fits

👤 Richard Dyer (IoA) 📅 Monday 16 June 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

From Squiggles to Signals: Learning Useful Representations for Discovery in Time-Domain Astronomy

👤 Daniel Muthukrishna (MIT) 📅 Tuesday 10 June 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Imaging and Design with Differentiable Physics Models

👤 Benjamin Pope (Macquarie University) 📅 Monday 02 June 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra

👤 Dr. Vidhi Lalchand (MIT) 📅 Monday 24 March 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Statistical aspects in the determination of the proton's structure

👤 Maria Ubiali (DAMTP) 📅 Monday 10 March 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Integrated 3-point correlation functions of weak lensing cosmic shear

👤 Dr Anik Halder (Institute of Astronomy) 📅 Monday 24 February 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Approximate the Simulator, Not the Inference: Using Converging Hamiltonian Monte Carlo for Flexible SBI in Astronomy

👤 Matthew O'Callaghan (IoA, Cambridge) 📅 Monday 10 February 2025, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Everything is connected: galaxy properties couple internally, environmentally, and historically

👤 Christian Kragh Jespersen (Princeton University) 📅 Monday 09 December 2024, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Data validation through anomaly detection for Gaia DR4

👤 Sireesha Chamarthi (IoA / CASU) 📅 Monday 25 November 2024, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Type Ia Supernovae standardisation with the ZTF SN Ia DR2 sample

👤 Madeleine Ginolin (IP2I, Lyon) 📅 Monday 11 November 2024, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Scaling laws for large time-series models: More data, more parameters

👤 James Alvey (KICC) 📅 Monday 28 October 2024, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

Hybrid Summary Statistics: Telling Neural Networks where to look

👤 Lucas Makinen (Imperial) 📅 Monday 14 October 2024, 16:00-17:00 📍 Martin Ryle Seminar Room, KICC

From TDEs and GRBs to supernovae - Redback: A Bayesian inference software package for electromagnetic transients

👤 Nikhil Sarin (Stockholm University) 📅 Wednesday 09 October 2024, 16:30-17:30 📍 Hoyle Committee Room, IoA

The future of astronomy in the era of AI and big data

👤 Sara Webb (Swinburne University of Technology) 📅 Wednesday 12 June 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Learning Posterior Distributions in Underdetermined Inverse Problems

👤 Christina Runkel, DAMTP, Cambridge Image Analysis. 📅 Wednesday 22 May 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

EuCAIFCon recap

👤 Speaker to be confirmed 📅 Wednesday 08 May 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Neural ratio estimation: the future of supernova cosmology?

👤 Matthew Grayling (University of Cambridge) 📅 Wednesday 24 April 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

pop-cosmos: Comprehensive Forward Modelling of Photometric Galaxy Survey Data

👤 Stephen Thorp - Oskar Klein Centre, Stockholm University 📅 Wednesday 27 March 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Simulation Based Inference - an inevitable future?

👤 David Yallup (University of Cambridge) 📅 Wednesday 28 February 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

An Overview of Probabilistic Latent Variable Models

👤 Aditya Ravuri (Computer Lab) 📅 Wednesday 14 February 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Application of normalising flows to hierarchical Bayesian inference

👤 Will Handley (Cavendish/KICC) 📅 Wednesday 17 January 2024, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Introduction to Transformers and N-grams

👤 Sinan Deger (Institute of Astronomy) 📅 Wednesday 06 December 2023, 10:00-11:00 📍 Martin Ryle Seminar Room, KICC

Please see above for contact details for this list.

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Astro Data Science Discussion Group