TH2.SC3.2
Physics-Guided Neural Networks for Distributed Sparse Gas Source Localization Using Poisson’s Equation and Green’s Function Method
Victor Scott Prieto Ruiz, Dmitriy Shutin, Thomas Wiedemann, Patrick Hinsen, Deutsches Luft- und Raumfahrtszentrum (DLR), Germany
Session:
TH2.SC3: L2_SPMUS_Distributed_and_Graph_based_Learning Lecture
Track:
SPMuS - Signal Processing for Multisensor Systems
Location:
Saint Clair 3
Presentation Time:
Thu, 29 Aug, 14:20 - 14:40 France Time (UTC +1)
Session Chair:
Alexander Jung, Aalto University
Presentation
Discussion
Resources
No resources available.
Session TH2.SC3
TH2.SC3.1: ON THE PRIVACY BOUND OF DISTRIBUTED OPTIMIZATION AND ITS APPLICATION IN FEDERATED LEARNING
Qiongxiu Li, Tsinghua University, China; Milan Lopuhaa-Zwakenberg, University of Twente, Netherlands; Wenrui Yu, Delft University of Technology, Netherlands; Richard Heusdens, Netherlands Defence Academy and Delft University of Technology, Netherlands
TH2.SC3.2: Physics-Guided Neural Networks for Distributed Sparse Gas Source Localization Using Poisson’s Equation and Green’s Function Method
Victor Scott Prieto Ruiz, Dmitriy Shutin, Thomas Wiedemann, Patrick Hinsen, Deutsches Luft- und Raumfahrtszentrum (DLR), Germany
TH2.SC3.3: NEIGHBOR SELECTING COOPERATION STRATEGIES FOR DISTRIBUTED LEARNING
Evangelos Georgatos, Christos Mavrokefalidis, Kostas Berberidis, University of Patras, Greece
TH2.SC3.4: DISTRIBUTED MAXIMUM CONSENSUS OVER NOISY LINKS
Ehsan Lari, Norwegian University of Science and Technology, Norway; Reza Arablouei, Commonwealth Scientific and Industrial Research Organisation, Australia; Naveen Kumar Dasanadoddi Venkategowda, Linköping University, Sweden; Stefan Werner, Norwegian University of Science and Technology, Norway
TH2.SC3.5: ENHANCED SENSOR ENVIRONMENT GRAPH BASED DEEP LEARNING APPROACH FOR AIR QUALITY ANOMALY DETECTION
Sahar Masmoudi, Christelle Garnier, Anne Savard, Vincent Itier, Stéphane Sauvage, IMT Nord Europe, Institut Mines Télécom, France; Florentin Bulot, Pascal Kaluzny, TERA Sensor, France