3rd Workshop on Deep Learning: Solar, Stellar and Space Physics with Machine Learning

The Machine Learning and Data Applications Group in Solar Physics in the School of Mathematics and the Monash Data Futures Institute at Monash University and the Centre of Astrophysics at University of South Queensland are pleased to announce the Workshop on Machine Learning Algorithms for Solar, Stellar and Space Physics.

The workshop aims to foster Solar and Stellar physics and Space Physics research through the application of Machine Learning (ML) and deep learning techniques.

Key Dates:

Deadline to express your participation: please submit your interest to us (direct email to Dr Alina Donea)

Deadline to send the title and an abstract for a 15-20 min presentation: 19th April

Event Dates: 2nd to 3rd May 2024

Workshop: hybrid format

Registration:Register here!

Meeting ID: TBA once you enroll into the meeting Passcode: xxxxxxxxxx

Email to organiser:

Admin: SpringfieldIAESS@unisq.edu.au (Louise)

LOC: Dr Alina Donea (Monash University), solar physicist: alina.donea at monash.edu

LOC: Prof Brad Carter (USQ) Brad.Carter at unisq.edu.au

Location: Towoomba campus: https://www.unisq.edu.au/about-unisq/locations/toowoomba

Local host: Centre for Astrophysics Locations, University of Southern Queensland, Toowoomba

Workshop Outline:

1. a training component run in the mornings (Hands on examples)
2. two contributed sessions where researchers will present applications of deep learning algorithms to their research areas. (anyone who has had a succesful ML algorithm applied to satellite images and time series of any type is invited to share their experience). Students are encouraged to apply.

Resources: recorded videos, presentation powerpoints, mathematical notes with video explanations for algorithms and codes for learning will be provided.

The workshop will run in a hybrid form on campus/ online, all are drop in sessions, free of charge, just sign-in to receive updated information.

Participants will have access to pre-recorded / recorded videos of presentations at (https://www.youtube.com/@DeepLearningSpaceMonashUni/channels), and can submit a list of questions to the chair or directly to the chair or presenter (if not online).

The online workshop will run over two days:

A Mt Kent Observatory visit can be organised after the workshop.