Search for tag: "seminar"

01/02/2023 Ricardo Vinuesa: Sensing and control of turbulent flows through deep learning

Abstract: The advent of new powerful deep neural networks (DNNs) has fostered their application in a wide range of research areas, including more recently in fluid mechanics. In this presentation, we…

From  Matias Ruiz 0 likes 5 plays 0  

OPENspace Seminar - Leyla Deniz Kiraz

OPENspace Research Seminar - Leyla Deniz Kiraz 08.11.2023

From  Roxanne Wong 0 likes 10 plays 0  

23/11/2022 Stefan Klaus: Data-driven analysis of complex dynamical systems

Abstract: Many dimensionality and model reduction techniques rely on estimating dominant eigenfunctions of associated dynamical operators from data. Important examples include the Koopman operator…

From  Matias Ruiz 0 likes 23 plays 0  

16/11/2022 Yunan Yang: Benefits of Weighted Training in Machine Learning and PDE-based Inverse Problems

Abstract: Many models in machine learning and PDE-based inverse problems exhibit intrinsic spectral properties, which have been used to explain the generalization capacity and the ill-posedness of…

From  Matias Ruiz 0 likes 60 plays 0  

09/11/2022 Klaus Mosegaard: Planetary surface mapping as an inverse problem

Abstract: Mapping landforms on the surface of the Moon and the planets is important for resources exploration and future human settlements, and it presents interesting and difficult mathematical…

From  Matias Ruiz 0 likes 48 plays 0  

(02/11/2022) Susana Gomes: Control of falling liquid films using a hierarchical model approach

Abstract - The flow of a thin film down an inclined plane is a canonical setup in fluid mechanics and associated technologies, with applications such as coating, where the liquid-gas interface should…

From  Matias Ruiz 0 likes 59 plays 0  

(26/10/2022) Matt Thorpe: A Random Walk from Semi Supervised Learning to Neural Networks

Abstract: Semi-supervised learning is the problem of finding missing labels; more precisely one has a data set of feature vectors of which a (often small) subset are labelled. The semi-supervised…

From  Matias Ruiz 0 likes 61 plays 0  

(19/10/2022) Antonio Vergari: Semantic Probabilistic Layers for Neuro-Symbolic Learning

Abstract: Many structured-output prediction (SOP) tasks in machine learning sport both soft (probabilistic) and hard (symbolic) constraints. Extending current deep learning architectures to correctly…

From  Matias Ruiz 2 likes 85 plays 0  

(14/10/2022) Mattia Sensi: Delayed loss of stability in multiple time scale models of natural phenomena

Abstract: Numerous real-world phenomena exhibit mechanisms evolving on greatly different time scales. In this talk, we focus on delayed loss of stability in two classes of mathematical models, namely…

From  Matias Ruiz 0 likes 37 plays 0  

(05/10/2022) Sid Mishra: Deep Learning and computations of PDEs

Abstract: Partial Differential Equations (PDEs) are ubiquitous in the sciences and engineering. Although very successful, traditional numerical methods can be very expensive, even infeasible, for a…

From  Matias Ruiz 0 likes 42 plays 0  

(28/09/2022) Francisco Bernal: Taming Amdahl's "curse" with probabilistic domain decomposition

Abstract: To solve a large-scale boundary value problem on a supercomputer, the problem domain is partitioned into smaller subdomains that can be tackled by individual processors. Since those…

From  Matias Ruiz 0 likes 34 plays 0  

1.3 On reading and pedagogy

In this final video, we offer suggestions for how to prepare for the thematic readings and discussions

From  Stephen Dunne 1 likes 21 plays 0  

Welcome to Week 3

It’s Election Week and the campaigns are in their final stages. Our focus is now on the key policy areas at issue in Scotland and in Wales.

From  Marcello Crolla 0 likes 4 plays 0  

LAGOON: Longitudinal Algebra and Geometry Open ONline - Pavel Safronov

Euler structures and noncommutative volume formsCalabi-Yau structures on dg categories provide a noncommutative analog of symplectic structures. In this talk I will introduce a noncommutative analog…

From  Alex Liu 0 likes 23 plays 0  

LAGOON: Longitudinal Algebra and Geometry Open ONline - Asilata Bapat

The sphere of spherical objectsConsider the 2-Calabi--Yau triangulated category arising from the zigzag algebra of the An quiver. The braid group acts on this category by twists in spherical objects.…

From  Alex Liu 0 likes 18 plays 0  

One World: SNIP - Gilles Vilmart

One World Virtual Seminar Series - Stochastic Numerics and Inverse Problems, 30 March 2022 Gilles Vilmart (Université de Genève)Superconvergent methods inspired by the Crank-Nicolson…

From  Alex Liu 0 likes 17 plays 0