Talks and Presentations
Invited Talks
23/04/12 NAOJ Science Colloquium - Tokyo: ”Learning Representations of Galaxies”
23/03/07 SKA-Japan Workshop 2022 - Tokyo: “Wavelets and Sparsity for Faraday Tomography”
23/02/20 SKA-Japan Webinar Series - Online: “Galaxy Manifold with SKA”
22/12/13 IPMU Astro Lunch Seminar - Tokyo: “Machine Learning-based Approach to Understanding Galaxies”
22/11/22 Machine Learning in Astrophysics - Nagoya: “Understanding Galaxies through Dimensionality Reduction”
21/10/12 NECO Collaboration Teletalk - Online: “Observing Magnetism with Faraday Tomography”
Conference & Workshop Talks
2023
23/03/22 Galaxy Formation and Evolution in the Data Science Era - Santa Barbara, USA: “Learning representations of galaxies from simulations and observations”
23/03/15 Spring Annual Meeting of Astronomical Society of Japan - Tokyo, Japan: “Generative Model of Simulated Galaxies for Fitting Observed SEDs”
2022
22/12/21 Rironkon Symposium 2022 - Fukushima, Japan: “Generative Modeling for Galaxy Star Formation Histories”
22/12/12 Observational Cosmology Workshop 2022 - Tokyo, Japan: “A Data-driven Model of Galaxy Star Formation Histories”
22/10/05 Data Science in Astronomy 2022 - Tokyo, Japan: “Dimensionality Reduction to Understand Galaxies”
22/09/22 9th East Asian Numerical Astrophysics Meeting - Okinawa, Japan: “Disentangling galaxy star formation histories”
22/09/15 Autumn Annual Meeting of Astronomical Society of Japan - Niigata, Japan: “Disentangling the connection between present-day galaxies and their star formation histories”
22/09/14 Autumn Annual Meeting of Astronomical Society of Japan - Niigata, Japan: “Application of machine learning in Faraday tomography”
22/03/03 Spring Annual Meeting of Astronomical Society of Japan - Online: “Reconstructing Galaxy Star Formation History with Present-day Galaxy Manifold”
22/03/02 Spring Annual Meeting of Astronomical Society of Japan - Online: “Wavelets and sparsity for solving the inverse problem in Faraday tomography”
22/02/16 First Stars and First Galaxies Workshop 2021 - Tokyo & Online: “Time Evolution on the Galaxy Manifold”
22/02/08 Galaxy Evolution Workshop 2021 - Tokyo & Online: “Galaxy Manifold: A Unification of Observed Galaxy Properties”
2021
21/12/11 Sri Lanka Students’ Association in Japan Annual Research Conference - Online: “Unmasking the unseen”
21/12/02 Galactic Star Formation 2021 - Online: “Understanding Galaxy Evolution through Machine Learning”
21/09/15 Autumn Annual Meeting of Astronomical Society of Japan - Online: “Understanding Galaxy Evolution through Machine Learning”
21/03/19 SKA Science Conference, “A precursor view of the SKA Sky” - Online: “An Iterative Reconstruction Algorithm for Faraday Tomography”
21/03/18 Spring Annual Meeting of Astronomical Society of Japan - Online: “Understanding Galaxy Evolution through Machine Learning”
21/02/05 Galaxy Evolution Workshop 2020 - Online: “Understanding Galaxy Evolution through Machine Learning”
2020
20/12/01 Science at Low Frequencies VII (SALF VII) - Online: “An Iterative Reconstruction Algorithm for Faraday Tomography”
20/11/18 First Stars and First Galaxies Workshop 2020 - Sendai, Japan: “Understanding Galaxy Evolution through Machine Learning”
20/11/09 ADASS XXX - Online: “An Iterative Reconstruction Algorithm for Faraday Tomography”
20/09/14 The Physical Society of Japan, Autumn Meeting 2020 - Online: “An Iterative Reconstruction Algorithm for Faraday Tomography”
20/09/09 Autumn Annual Meeting of Astronomical Society of Japan - Online: “Understanding Galaxy Evolution through Machine Learning”
20/06/09 SAZERAC 2020 - Online: “Understanding Galaxy Evolution through Machine Learning”
20/03/17 Spring Annual Meeting of Astronomical Society of Japan - Tsukuba, Japan: “Understanding Galaxy Evolution through Machine Learning”
2019
19/11/21 SKA-Japan science workshop “Cosmic Magnetism” 2019 - National Observatory of Japan, Mitaka, Japan: “A Reconstruction Method for Faraday Tomography in SKA Cosmic Magnetism”
19/11/12 First Stars and Galaxies Workshop - Nagoya University, Nagoya, Japan: “Understanding Galaxy Evolution through Machine Learning”
19/09/13 Autumn Annual Meeting of Astronomical Society of Japan - Kumamoto University, Kumamoto, Japan: “A Method for Reconstruction of Masked Pixels: Application in CO Multi-line Imaging of Nearby Galaxies (COMING)”
19/09/05 SKA-Japan Symposium 2019 - National Observatory of Japan, Mitaka, Japan: “A Reconstruction Method for Faraday Tomography in SKA Cosmic Magnetism”
19/05/29 Data Science Methods in Astronomy 2019 - Institute of Statistics and Mathematics, Tachikawa, Japan: “Data Reconstruction Methods in Astrophysics and Cosmology”
2018
18/12/09 Sri Lanka Students’ Association in Japan Annual Research Conference - Tokyo, Japan: “Reconstruction of Masked Astronomical Images”
18/12/04 Science at Low Frequencies V (SALF V) - Nagoya, Japan: “Reconstruction of Masked Images in Radio Observations: Application in CO Multi-line Imaging of Nearby Galaxies Project as Nobeyama Radio Observatory”
18/11/05 The 8th KIAS Workshop on Cosmology and Structure Formation - Seoul, South Korea: “An Iterative Data Reconstruction Method for Incomplete Measurements in All-Sky Surveys”
18/09/19 Autumn Annual Meeting of Astronomical Society of Japan - Himeji, Japan: “An Iterative Data Reconstruction Method for Incomplete Measurements in All-Sky Surveys”
18/06/06 5th Galaxy Evolution Workshop - Ehime, Japan: “An Iterative Data Reconstruction Method for Incomplete Measurements in All-Sky Surveys”
2017
17/12/10 Sri Lanka Students’ Association in Japan Annual Research Conference - Tokyo, Japan: “Large Scale Mapping of the Nearby Universe with Data from Large Galaxy Surveys”
17/06/18 International Conference on Asian Studies - Ottawa, Canada “Large Scale Mapping of the Nearby Universe with Data from Large Galaxy Surveys”