1. A Bayesian model for inferring properties of the local white dwarf population in astrometric and photometric surveys. Issue 1 (6th February 2019) Authors: Widmark, Axel; Mortlock, Daniel J; Peiris, Hiranya V Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 485:Issue 1(2019) Page Start: 179 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A robust estimator of mutual information for deep learning interpretability. Issue 2 (1st June 2023) Authors: Piras, Davide; Peiris, Hiranya V; Pontzen, Andrew; Lucie-Smith, Luisa; Guo, Ningyuan; Nord, Brian Journal: Machine learning: science and technology Issue: Volume 4:Issue 2(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. An interpretable machine-learning framework for dark matter halo formation. Issue 1 (16th September 2019) Authors: Lucie-Smith, Luisa; Peiris, Hiranya V; Pontzen, Andrew Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 490:Issue 1(2019) Page Start: 331 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Angular momentum evolution can be predicted from cosmological initial conditions. Issue 4 (15th February 2021) Authors: Cadiou, Corentin; Pontzen, Andrew; Peiris, Hiranya V Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 502:Issue 4(2021) Page Start: 5480 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Correlations in the three-dimensional Lyman-alpha forest contaminated by high column density absorbers. Issue 3 (7th March 2018) Authors: Rogers, Keir K; Bird, Simeon; Peiris, Hiranya V; Pontzen, Andrew; Font-Ribera, Andreu; Leistedt, Boris Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 476:Issue 3(2018) Page Start: 3716 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. How to build a catalogue of linearly evolving cosmic voids. Issue 3 (20th November 2020) Authors: Stopyra, Stephen; Peiris, Hiranya V; Pontzen, Andrew Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 500:Issue 3(2021) Page Start: 4173 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Machine learning cosmological structure formation. Issue 3 (29th June 2018) Authors: Lucie-Smith, Luisa; Peiris, Hiranya V; Pontzen, Andrew; Lochner, Michelle Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 479:Issue 3(2018) Page Start: 3405 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Modelling populations of kilonovae. Issue 2 (27th January 2023) Authors: Setzer, Christian N; Peiris, Hiranya V; Korobkin, Oleg; Rosswog, Stephan Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 520:Issue 2(2023) Page Start: 2829 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Quantifying the rarity of the local super-volume. Issue 4 (30th August 2021) Authors: Stopyra, Stephen; Peiris, Hiranya V; Pontzen, Andrew; Jasche, Jens; Natarajan, Priyamvada Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 507:Issue 4(2021) Page Start: 5425 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Serendipitous discoveries of kilonovae in the LSST main survey: maximizing detections of sub-threshold gravitational wave events. Issue 3 (19th February 2019) Authors: Setzer, Christian N; Biswas, Rahul; Peiris, Hiranya V; Rosswog, Stephan; Korobkin, Oleg; Wollaeger, Ryan T Journal: Monthly notices of the Royal Astronomical Society Issue: Volume 485:Issue 3(2019) Page Start: 4260 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗