Tutorial Workshop

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.

Applications for this workshop are now closed

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

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
10:00 to 10:30	Introduction	Room 1
11:00 to 12:30	Sean Meyn University of Florida; University of Illinois Chair: Sebastian Reich Algorithm design for reinforcement learning and optimisation	Room 1
14:30 to 16:00	Luca Magri Imperial College London; The Alan Turing Institute Chair: Sebastian Reich Physics aware machine learning in engineering	Room 1

Tuesday 17th January 2023
09:00 to 10:30	Luca Magri Imperial College London; The Alan Turing Institute Chair: Aretha Teckentrup Physics aware machine learning in engineering	Room 1
10:30 to 11:00	Morning coffee	No Room Required
11:00 to 12:30	Sean Meyn University of Florida; University of Illinois Chair: Aretha Teckentrup Algorithm design for reinforcement learning and optimisation	Room 1
14:30 to 16:00	Karthik Duraisamy University of Michigan Chair: Luca Magri Model order reduction for complex systems	Room 1
16:30 to 18:30	Poster session	Discussion Room

Wednesday 18th January 2023
09:00 to 10:30	Karthik Duraisamy University of Michigan Chair: Catherine Powell Model order reduction for complex systems	Room 1
11:00 to 12:30	Sebastian Reich Universität Potsdam Chair: Catherine Powell Uncertainty quantification and data assimilation	Room 1

Thursday 19th January 2023
09:00 to 10:30	Antonio del Rio Chanona Imperial College London Chair: Lizzy Cross Process control and supply chain optimisation	Room 1
11:00 to 12:30	Antonio del Rio Chanona Imperial College London Chair: Lizzy Cross Process control and supply chain optimisation	Room 1
14:30 to 16:00	Elizabeth (Lizzy) Cross University of Sheffield Chair: Antonio del Rio Chanona Data-driven structural assessment	Room 1

Friday 20th January 2023
09:00 to 10:30	Elizabeth (Lizzy) Cross University of Sheffield Chair: Sean Meyn Data-driven structural assessment	Room 1
11:00 to 12:30	Sebastian Reich Universität Potsdam Chair: Sean Meyn Uncertainty quantification and data assimilation	Room 1

The mathematical and statistical foundation of future data-driven engineering

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; University of Illinois
Sebastian Reich Universität Potsdam

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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