Modern Optimization and Machine Learning in Acoustics, EM, Radar, and Sonar

This virtual workshop is organized in cooperation between Lund University, Saab, and IEEE Sweden (SP, MTT/AP). The aim is to provide the participants with a venue to discuss and learn about theory and applications of Modern Optimization and Machine Learning.  

The focus is on practical problems and the choice of methods. 

When: 19 May 2021, 09.00 - 17.00

Where: Online at the zoom platform

Keynote:  IEEE DL Professor Pier Luigi Dragotti, Imperial College, London

Topics of Interest

Inverse Problems, Optimization, Compressive Sensing, and Machine LearningApplications in Acoustics, Electromagnetics, Radar, Sonar, and Wave Propagation

IEEE Distinguished Lecturer Professor Pier Luigi Dragotti from Imperial College, London will present the keynote.

Presentations will be held by researchers from academia and the industry.  

More information and an updated agenda can be found at https://www.overleaf.com/read/cgtstfkfpphp

PresentationsSparse Sampling:  Theory and Applications (Keynote)
IEEE Distinguished Lecturer Pier Luigi Dragotti, Imperial College, UK
 Best and Better than Best – The Quest for Optimal Antennas
Mats Gustafsson, Lund University, Sweden
 3D Acoustic Shape Optimization Using Cut Finite Element Methods
Martin Berggren, Umeå University, Sweden
 A practical approach to sparse recovery in spherical near-field antenna measurements
Cosme Culotta López, RWTH Aachen University, Germany
 Tensor-Field Based Localization Using Sensor Arrays – A Machine Learning Approach
Isaac Skog, Linköping University, Sweden
 Data Driven Large-Scale Convex Optimisation
Jevgenija Rudzusika, Royal Institute of Technology, Sweden
 Deep Learning Accelerated Computations for Radar Related Applications
Adam Andersson, Saab Surveillance and Chalmers University of Technology, Sweden
 Radar Cross Section Analysis with BPDN 
Christer Larsson, Saab Dynamics and Lund University, Sweden
 Stepped Frequency Pulse Compression with Non-Coherent Radar Using Deep Learning
Alexander Karlsson, Saab Surveillance and Royal Institute of Technology, Sweden
 Optimal Design for Microstrip Antennas
Ben Nel, Lund University, Sweden
 Multilayer Topology Optimization of Wideband Waveguide Transitions
Emadeldeen Hassan, Umeå University, Sweden