DDE
4 January 2023 to 30 June 2023
We are in the midst of an unprecedented growth in the development and widespread availability of advanced technological infrastructure enabling measurement and modelling of complex engineering systems. More than ever, these developments are bringing the need for transferable computational tools and their theoretical foundation to the forefront. The programme will deliver a major stepping stone in addressing this challenge against the background of specific applications from aerospace engineering, chemical engineering, environmental and geotechnical engineering. Within this broader vision data centric engineering (DCE) aims at developing and delivering a novel synthesis of approaches to engineering design and operation which leverage mathematical (mechanistic-based) and statistical (data-driven) modelling frameworks. A further step is taken under the digital twin concept, where one does not only expect a model to represent a given phenomena but in addition to enable dynamical updates and adjustments in accordance with an evolving set of data and environmental conditions, which leads to challenging questions in online data assimilation and online model adaptation and model reduction. Finally, we require tools to inform decisions as well as to optimize and control engineering structures. The programme will contribute to resolving these challenging issues through workshops, deepdive study periods connecting mathematicians and statisticians with practitioners from engineering, and a regular seminar series.
Deep-dive study periods
Building upon the tutorial workshop, several deepdive study sessions (each 1-2 week long) will further foster interactions between card-carrying engineers, applied and computational mathematicians and statisticians. Each of the deepdive study sessions will be devoted to methodological and computational challenges arising from specific engineering applications. The goal is to provide opportunity for programme participants and in particular students and postdocs to intensively engage with the challenges of new application areas. Leading practitioners from the relevant application area will deliver introductory talks and provide benchmark examples. These activities will be complemented by regular informal seminars, discussions and brainstorming sessions. Participants will also be invited to give an informal introduction to core concepts from their fields during lunchtime ‘What is …?’ meetings. The outcome of these deepdive study periods and follow-up work will be presented at the closing workshop of the programme.
Confirmed deep-dive sessions:
Mathematics and statistics for low carbon energy systems, 30/01-10/02 2023, organiser: Chris Dent
From physics-based to data-driven assessment of structures, 13/02-17/02/23, organiser: Tim Rogers
Optimal Control and Inference, 20/02-3/3 2023, organisers: Susana Gomes and Sebastian Reich
Data Driven Optimisation, 11/04-21/04 2023, organiser: Antonio del Rio Chanona
Data Driven (modeling and control for) Fluid Mechanics, 15/5-26/5 2023, organisers: Luca Magri and Karthik Duraisamy
Generative Models for Inverse Problems, 19/6- 23/6 2023, organisers: Alain Durmus and Eric Moulines
Image credit: M. Kapteyn and K. Willcox
Title | Year | Programme | |
---|---|---|---|
Subsampling error in Stochastic Gradient Langevin DiffusionsAuthors: Jonas Latz, Kexin Jin, Chenguang Liu |
2022 | DDE | 20 September 2023 |
Smoothed Circulant Embedding with Applications to Multilevel Monte Carlo Methods for PDEs with Random CoefficientsAuthors: Anastasia Istratuca, Aretha Teckentrup |
2022 | DDE | 20 September 2023 |
Smoothed Circulant Embedding with Applications to Multilevel Monte Carlo Methods for PDEs with Random CoefficientsAuthors: Anastasia Istratuca, Aretha Teckentrup |
2022 | DDE | 1 September 2023 |
Introduction To Gaussian Process Regression In Bayesian Inverse Problems, With New Results On Experimental Design ForWeighted Error MeasuresAuthors: T. Helin, Andrew Stuart, Aretha Teckentrup, Konstantinos Zygalakis |
2022 | DDE | 1 September 2023 |
Gaussian processes for Bayesian inverse problems associated with linear partial differential equationsAuthors: Tianming Bai, Aretha Teckentrup, Konstantinos Zygalakis |
2022 | DDE | 1 September 2023 |
16 January 2023 to 20 January 2023
28 March 2023 to 30 March 2023
24 April 2023 to 28 April 2023
8 May 2023 to 12 May 2023
Thursday 12th January 2023 | |||
---|---|---|---|
11:00 to 12:00 |
Catherine Powell University of Manchester |
Room 2 |
Friday 13th January 2023 | |||
---|---|---|---|
11:00 to 12:00 | Discussion Room |
Monday 30th January 2023 | |||
---|---|---|---|
11:00 to 12:30 | Room 2 | ||
13:45 to 15:15 | Room 2 | ||
15:45 to 17:30 | Room 2 |
Tuesday 31st January 2023 | |||
---|---|---|---|
14:30 to 16:30 |
Iain Staffell Imperial College London |
Room 2 | |
Wednesday 8th February 2023 | |||
---|---|---|---|
10:00 to 12:00 |
Florian Doerfler ETH Zürich |
Room 2 |
Monday 13th February 2023 | |||
---|---|---|---|
09:00 to 10:30 | Room 2 | ||
11:00 to 12:30 |
Classical Approaches to Identification and SHM - Tim Rogers and Lizzy Cross |
Room 2 | |
14:00 to 15:30 |
Outstanding Shortcomings and Challenges For This Deep Dive - Tim Rogers and Lizzy Cross |
Room 2 |
Monday 20th February 2023 | |||
---|---|---|---|
13:00 to 14:00 |
Dante Kalise Imperial College London |
Room 2 |
Tuesday 21st February 2023 | |||
---|---|---|---|
13:00 to 14:00 |
Simone Goettlich Universität Mannheim |
Room 2 |
Wednesday 22nd February 2023 | |||
---|---|---|---|
13:00 to 14:00 |
Boris Kramer University of California, San Diego |
Room 2 |
Thursday 23rd February 2023 | |||
---|---|---|---|
13:00 to 14:00 |
Philippe Moireau INRIA Saclay - Île-de-France; Ecole Polytechnique Paris |
Room 2 |
Friday 24th February 2023 | |||
---|---|---|---|
13:00 to 14:00 |
Jin Won Kim Universität Potsdam |
Room 2 |
Thursday 9th March 2023 | |||
---|---|---|---|
10:30 to 11:15 |
Francois-Xavier Briol University College London |
Room 2 | |
11:15 to 12:00 |
Masha Naslidnyk University College London; The Alan Turing Institute |
Room 2 |
Thursday 23rd March 2023 | |||
---|---|---|---|
15:00 to 16:00 |
Volker Mehrmann Technische Universität Berlin |
Room 2 |
Monday 3rd April 2023 | |||
---|---|---|---|
10:00 to 11:00 |
Katerina Karoni University of Edinburgh |
Room 2 |
Tuesday 11th April 2023 | |||
---|---|---|---|
16:00 to 17:00 |
Claudia Schillings Freie Universität Berlin |
Room 1 |
Wednesday 12th April 2023 | |||
---|---|---|---|
13:00 to 14:30 |
Conor Osborne University of Edinburgh |
Room 2 | |
Monday 17th April 2023 | |||
---|---|---|---|
11:00 to 12:00 |
Henry Moss |
Room 2 | |
Tuesday 18th April 2023 | |||
---|---|---|---|
10:00 to 11:00 |
José Miguel Hernández-Lobato University of Cambridge |
Room 2 | |
Thursday 20th April 2023 | |||
---|---|---|---|
11:00 to 12:00 |
Victor Picheny None / Other |
Room 2 | |
Wednesday 3rd May 2023 | |||
---|---|---|---|
16:00 to 17:00 |
Robert Scheichl Ruprecht-Karls-Universität Heidelberg |
Room 1 | |
Monday 15th May 2023 | |||
---|---|---|---|
14:00 to 15:00 |
Luca Magri Imperial College London; The Alan Turing Institute |
Room 2 | |
15:15 to 16:15 |
Karthik Duraisamy University of Michigan |
Room 2 | |
16:30 to 17:30 |
Beverley McKeon Stanford University |
Room 2 | |
Tuesday 16th May 2023 | |||
---|---|---|---|
10:30 to 11:30 |
Petros Koumoutsakos Harvard University |
Room 2 | |
14:00 to 15:00 |
Jacob Page University of Edinburgh |
Room 2 | |
Wednesday 17th May 2023 | |||
---|---|---|---|
10:30 to 11:30 |
Peter Schmid King Abdullah University of Science and Technology (KAUST) |
Room 2 | |
14:00 to 15:00 |
Ricardo Vinuesa KTH - Royal Institute of Technology |
Room 2 | |
Thursday 18th May 2023 | |||
---|---|---|---|
10:30 to 11:30 |
Kunihiko Taira University of California, Los Angeles |
Room 2 | |
Friday 19th May 2023 | |||
---|---|---|---|
10:30 to 11:30 |
Gianluca Iaccarino Stanford University |
Room 2 | |
15:30 to 16:30 |
Themistoklis Sapsis Massachusetts Institute of Technology |
Room 2 | |
Tuesday 23rd May 2023 | |||
---|---|---|---|
13:30 to 14:30 |
Matthieu Jonckheere CNRS (Centre national de la recherche scientifique); Ecole Polytechnique Paris |
Room 2 |
Tuesday 30th May 2023 | |||
---|---|---|---|
11:00 to 12:00 |
Davide Murari NTNU |
Room 2 | |
Friday 2nd June 2023 | |||
---|---|---|---|
11:00 to 11:25 |
Diksha Bhandari Universität Potsdam |
Room 2 | |
11:30 to 11:55 |
Maia Tienstra Universität Potsdam |
Room 2 |
Friday 9th June 2023 | |||
---|---|---|---|
11:00 to 12:00 |
Elliot Addy University of Edinburgh; Heriot-Watt University |
Room 2 |
Wednesday 14th June 2023 | |||
---|---|---|---|
10:00 to 10:30 |
Anastasia Istratuca University of Edinburgh |
Room 2 | |
10:30 to 11:00 |
Tianming Bai University of Edinburgh |
Room 2 | |
11:00 to 11:30 |
Elliot Addy University of Edinburgh; Heriot-Watt University |
Room 2 | |
Friday 16th June 2023 | |||
---|---|---|---|
10:00 to 10:30 |
Andre Dalmora CEA/Saclay; INRIA Saclay - Île-de-France |
Room 2 | |
10:30 to 11:00 |
Tiphaine Delaunay INRIA Saclay - Île-de-France |
Room 2 | |
11:00 to 12:00 |
Jonas Latz Heriot-Watt University |
Room 2 |
Monday 19th June 2023 | |||
---|---|---|---|
10:00 to 12:00 |
Alain Durmus École Polytechnique |
Room 2 | |
14:00 to 16:00 |
Eric François Moulines Ecole Polytechnique Paris |
Room 2 |
Tuesday 20th June 2023 | |||
---|---|---|---|
10:00 to 11:00 |
Dan Crisan Imperial College London |
Room 2 | |
14:00 to 15:00 |
Marcelo Pereyra Heriot-Watt University |
Room 2 | |
Wednesday 21st June 2023 | |||
---|---|---|---|
10:00 to 11:00 |
Omer Deniz Akyildiz Imperial College London |
Room 2 | |
14:00 to 15:00 | Room 2 |
Thursday 22nd June 2023 | |||
---|---|---|---|
10:00 to 11:00 | Room 2 | ||
15:15 to 16:15 |
Yazid Janati Institut polytechnique de Paris |
Room 2 | |
16:15 to 17:15 |
Jakiw Pidstrigach Universität Potsdam |
Room 2 | |
Friday 23rd June 2023 | |||
---|---|---|---|
10:00 to 11:00 |
Maxence Noble-Bourillot Ecole Polytechnique Paris |
Room 2 | |
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