Workshop theme
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.
- Fees
-
Registration Only
- Registration Package: £218
- Student Registration Package: £168
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 Package: £0
Virtual registration is free, and includes virtual admission to all seminars and does not include physical attendance, meals or accommodation.
Formal Dinner Only- Formal Dinner: £60
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.
- Accommodation
-
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. - Meals
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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.
Timetable
| Monday 16th January 2023 | |||
|---|---|---|---|
| 09:30 to 10:00 | No Room Required | ||
| 09:50 to 10:00 |
Ulrike Tillmann University of Oxford |
No Room Required | |
| 10:00 to 10:30 | 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 |
|
| 12:30 to 14:30 | No Room Required | ||
| 14:30 to 16:00 |
Luca Magri Imperial College London; The Alan Turing Institute |
Room 1 | |
| 16:00 to 16:30 | No Room Required | ||
| 16:30 to 18:30 | Discussion Room | ||
| 17:30 to 18:30 | No Room Required | ||
| 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 |
|
| 12:30 to 14:30 | No Room Required | ||
| 14:30 to 16:00 |
Karthik Duraisamy University of Michigan |
Room 1 |
|
| 16:00 to 16:30 | No Room Required | ||
| 16:30 to 18:30 | Discussion Room | ||
| Wednesday 18th January 2023 | |||
|---|---|---|---|
| 09:00 to 10:30 |
Karthik Duraisamy University of Michigan |
Room 1 |
|
| 10:30 to 11:00 | No Room Required | ||
| 11:00 to 12:30 |
Sebastian Reich Universität Potsdam |
Room 1 |
|
| 12:30 to 14:30 | No Room Required | ||
| 19:30 to 22:00 | No Room Required | ||
| Thursday 19th January 2023 | |||
|---|---|---|---|
| 09:00 to 10:30 |
Antonio del Rio Chanona Imperial College London |
Room 1 |
|
| 10:30 to 11:00 | No Room Required | ||
| 11:00 to 12:30 |
Antonio del Rio Chanona Imperial College London |
Room 1 |
|
| 12:30 to 14:30 | No Room Required | ||
| 14:30 to 16:00 |
Elizabeth (Lizzy) Cross University of Sheffield |
Room 1 | |
| 16:00 to 16:30 | No Room Required | ||
| Friday 20th January 2023 | |||
|---|---|---|---|
| 09:00 to 10:30 |
Elizabeth (Lizzy) Cross University of Sheffield |
Room 1 | |
| 10:30 to 11:00 | No Room Required | ||
| 11:00 to 12:30 |
Sebastian Reich Universität Potsdam |
Room 1 |
|
Organisers
- Antonio del Rio Chanona Imperial College London
- Karthik Duraisamy University of Michigan
- Luca Magri Imperial College London; The Alan Turing Institute
- Sean Meyn University of Florida
- Sebastian Reich Universität Potsdam; University of Reading
Speakers
- Elizabeth (Lizzy) Cross University of Sheffield
- Antonio del Rio Chanona Imperial College London
- Karthik Duraisamy University of Michigan
- Luca Magri Imperial College London; The Alan Turing Institute
- Sean Meyn University of Florida
- Sebastian Reich Universität Potsdam; University of Reading
Participants
- Ammar Abdilghanie Cornell University; University of Michigan
- Nazanin Abedini Vrije Universiteit Amsterdam
- Mehdi abou el qassime Ecole Polytechnique Paris
- Elliot Addy University of Edinburgh; Heriot-Watt University
- Omer Deniz Akyildiz Imperial College London
- Karim Ali University of Manchester
- Abdullah Bahamdan Imperial College London
- Clara Ballesteros Universidad Nacional de Colombia
- David Barton University of Bristol
- Francesca Basini University of Warwick
- Aron Beke King Abdullah University of Science and Technology (KAUST)
- Peter Benner Max Planck Institute for Dynamics of Complex Technical Systems
- Diksha Bhandari Universität Potsdam
- Kutay Bolat Technische Universiteit Delft
- Shuvayan Brahmachary Munich University of Technology
- Francois-Xavier Briol University College London
- Andres Calderon Solvay
- Prakash Chakraborty Pennsylvania State University
- Changqing Cheng Binghamton University
- Sayma Chowdhury University of Aberdeen; University of London
- Alice Cicirello Delft University of Technology; University of Oxford
- Elizabeth (Lizzy) Cross University of Sheffield
- Priyabrat Dash Indian Institute of Science
- Chris Dent University of Edinburgh; The Alan Turing Institute
- Sandesh Dhakal Rensselaer Polytechnic Institute
- Praveen Kumar Dhankar Rashtrasant Tukadoji Maharaj Nagpur University
- OGUZHAN DOGRU University of Alberta
- Karthik Duraisamy University of Michigan
- Alain Durmus École Polytechnique
- James Duvall University of Michigan
- Marwane Elkarii Mines Paris Tech
- Daniel Floryan University of Houston
- Thomas Folk University of Michigan
- Baudouin Fonkwa Kamga University of Michigan
- Saba Ghasemi naraghi Oklahoma State University
- Mark Girolami University of Cambridge; The Alan Turing Institute
- Simon Godsill University of Cambridge
- Susana Gomes University of Warwick
- Ayoub Gouasmi NASA Ames Research Center
- Riess Haslam Università degli Studi di Firenze
- Cheng Huang University of Kansas
- Felipe Igea University of Oxford
- Parasuram Indraganti KTH - Royal Institute of Technology
- Masanobu Inubushi Tokyo University of Science; Osaka University
- Umair Ismail Johns Hopkins University
- Anastasia Istratuca University of Edinburgh
- jansen soesanto jansen University of Alberta
- Harshit Kapadia Max Planck Institute for Dynamics of Complex Technical Systems
- Daniel Kelshaw Imperial College London
- Benjamin Kent University of Manchester
- Mahmoud Khadijeh Delft University of Technology
- Muhammad Nouman Aslam Khan National University of Sciences & Technology (NUST)
- Muhammad Waleed Khan University of Kansas
- Ahmad Khan University of Cambridge
- Jin Won Kim Universität Potsdam
- Chatchuea Kimchaiwong University of Warwick
- Brendan Kochunas University of Michigan
- Josie Koenig Universität Potsdam
- Niki Kotecha Imperial College London
- Monika Kreitmair University of Cambridge
- Gaurav Kumar Indian Institute of Science
- Samuel Lanthaler CALTECH (California Institute of Technology)
- Christos Lathourakis Delft University of Technology
- Pulong Ma Clemson University
- Luca Magri Imperial College London; The Alan Turing Institute
- Nikolas Makasis University of Cambridge
- Francesca Marafini Università degli Studi di Firenze
- Luca Marino Delft University of Technology
- Edgar Martín Hernández Université Laval
- Youssef Marzouk Massachusetts Institute of Technology
- Stiven Briand God MASSALA MOUSSOUNDA ENS de Cachan; Nanyang Technological University
- Alireza Memarian University of Alberta
- Sean Meyn University of Florida; University of Illinois
- Philippe Moireau INRIA Saclay - Île-de-France; Ecole Polytechnique Paris
- Tony Mulholland University of Bristol
- Naoto Nakano Meiji University
- Indranil Nayak Ohio State University; Indian Institute of Technology Kharagpur
- Richard Nickl University of Cambridge
- Jan Martin Nicolaus Universität Potsdam
- Nikolas Nuesken King's College London
- Taychin Nuntasukkasem Illumina Cambridge Ltd
- Conor Osborne University of Edinburgh
- Michela Ottobre Heriot-Watt University
- Defne Ege Ozan Imperial College London
- Bernardo Pacini University of Michigan
- Jakiw Pidstrigach Universität Potsdam
- Samuel Piper University of Michigan
- Catherine Powell University of Manchester
- RAHUL Ramanujam Indian Institute of Technology
- Arjun Ravichandran Indian Institute of Technology
- Sebastian Reich Universität Potsdam
- Tim Rogers University of Sheffield
- Scott Rosa University of Kansas
- Carola-Bibiane Schönlieb University of Cambridge; Cambridge Mathematics of Information in Healthcare
- Shafi Al Salman Shafi Oklahoma State University
- Maneesh Kumar Singh Imperial College London
- Mahendra Singh Sirohi None / Other
- Y Sudhakar Indian Institute of Technology
- Aretha Teckentrup University of Edinburgh
- Mohit Tekirwal University of Michigan
- Maia Tienstra Universität Potsdam
- Bipin Tiwari Auburn University
- Aaron Towne University of Michigan
- Zeeshan Ul Haq National University of Sciences & Technology (NUST)
- Mohammad Umair Laboratoire des Ecoulements Géophysiques et Industriels
- Joel Vasanth Indian Institute of Technology
- Haiting Wang Imperial College London
- Yu Wang University of Florida
- Christopher Wentland University of Michigan
- Nicholas Williams Imperial College London
- Junyao Xie University of Alberta
- Ahmed Yousef Zewail City of Science and Technology
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