Computational Techniques and Imaging Innovations in the Age of AI

Themes

The workshop aims to explore the intersection of inverse problems and machine learning, highlighting the critical interplay between classical approaches and modern AI techniques. Topics will include linear and non-linear imaging, Bayesian inversion, mathematics of deep learning, data assimilation, and generative models. This integration is crucial for developing fast, accurate, and reliable solutions to contemporary challenges in theory and applications. The event will bring together UCL's research community and international experts to foster collaboration and innovation. We invite early-career researchers to submit a 100-word abstract for a poster via the registration form. The deadline for submissions is 28 February 2025.

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This workshop also celebrates the 65th birthday of Prof. Simon Arridge, a leading figure in the international inverse problems community. His pioneering efforts in linking inverse problems with machine learning make this event a fitting tribute to his contributions and ongoing influence in the field.

Photo Credit: Petra Lein at the Oberwolfach Photo Collection

Registration

While the workshop is free to attend, it is mandatory to register in advance to help us plan for the event. Please visit this to register.

Organisers

Martin Benning
Marta Betcke
Matthias J Ehrhardt
Zeljko Kereta

Important Travel Information

In 2025, the UK has introduced the Electronic Travel Authorisation (ETA) system, which requires visitors to apply for an ETA before traveling. Attendees of the workshop who are not UK residents should ensure they apply for an ETA in advance of their travel dates to avoid any last-minute issues. For further information, please visit the UK government website.