This week-long workshop will provide an introduction to the core theoretical and applied engineering topics of the DDE programme. Three sessions will be devoted to foundational techniques and methodologies including (i) reinforcement learning and control, (ii) uncertainty quantification and data assimilation, and (iii) model reduction. Another three sessions will be devoted to introductions to current and future challenges for data-driven engineering arising from (i) aeronautics, (ii) chemical and (iii) structural engineering. The tutorials will lay the foundation for the follow-up activities of the DDE programme and the deep-dive study periods in particular. The tutorial workshop is suited in particular for PhD students, postdocs and earlier career scientists from mathematics, statistics, computer science, and computational engineering.
Confirmed speakers:
Sean Meyn (Algorithm design for reinforcement learning and optimisation)
Sebastian Reich (Uncertainty quantification and data assimilation)
Karthik Duraisamy (Model order reduction for complex systems)
Luca Magri (Physics aware machine learning in engineering),
Antonio del Rio Chanona (Process control and supply chain optimisation)
Elizabeth Cross (Data-driven structural assessment)
If you have a query, or you want to update your arrangements, please email workshops@newton.ac.uk.
For queries relating to the scientific content of the workshop please contact the organising committee.
Registration Only
The Registration Package includes admission to all seminars, lunches and refreshments on the days that lectures take place (Monday - Friday), wine reception and formal dinner, but does not include other meals or accommodation.
Virtual Registration
Virtual registration is free, and includes virtual admission to all seminars and does not include physical attendance, meals or accommodation.
Formal Dinner Only
Participants on the Registration Package, including organisers and speakers, are automatically included in this event. For all remaining participants who would like to attend, such as programme participants, the above charge will apply.
Unfortunately we do not have any accommodation to offer so all successful applicants will need to source their own accommodation.
Please see the Hotels Combined website for a list of local hotels and guesthouses.
Lunch Lunch timings and location will be confirmed with the timetable.
Evening Meal Participants are free to make their own arrangements for dinner.
Formal Dinner The Formal Dinner will be held at Trinity College on Wednesday 18th January at 19:30.
The event is a tradition for INI participants and gives you a chance to socialise with your colleagues on a more personal level. It is not one to miss!
Participants on the Registration Package, including organisers and speakers, are automatically included in this event.
Monday 16th January 2023 | |||
---|---|---|---|
10:00 to 10:30 | Room 1 | |
|
11:00 to 12:30 |
Sean Meyn University of Florida; University of Illinois |
Room 1 | |
14:30 to 16:00 |
Luca Magri Imperial College London; The Alan Turing Institute |
Room 1 |
Tuesday 17th January 2023 | |||
---|---|---|---|
09:00 to 10:30 |
Luca Magri Imperial College London; The Alan Turing Institute |
Room 1 | |
10:30 to 11:00 | No Room Required | ||
11:00 to 12:30 |
Sean Meyn University of Florida; University of Illinois |
Room 1 | |
14:30 to 16:00 |
Karthik Duraisamy University of Michigan |
Room 1 | |
16:30 to 18:30 | Discussion Room |
Wednesday 18th January 2023 | |||
---|---|---|---|
09:00 to 10:30 |
Karthik Duraisamy University of Michigan |
Room 1 | |
11:00 to 12:30 |
Sebastian Reich Universität Potsdam |
Room 1 | |
Thursday 19th January 2023 | |||
---|---|---|---|
09:00 to 10:30 |
Antonio del Rio Chanona Imperial College London |
Room 1 | |
11:00 to 12:30 |
Antonio del Rio Chanona Imperial College London |
Room 1 | |
14:30 to 16:00 |
Elizabeth (Lizzy) Cross University of Sheffield |
Room 1 |
Friday 20th January 2023 | |||
---|---|---|---|
09:00 to 10:30 |
Elizabeth (Lizzy) Cross University of Sheffield |
Room 1 | |
11:00 to 12:30 |
Sebastian Reich Universität Potsdam |
Room 1 | |
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