Concepedia

Jonathan Prexl

JP

6

Publications

102

Citations

6

H-Index

2020

Active since

Affiliations

Technical University of Munich(Current)

Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

Philipps University of Marburg

Universität der Bundeswehr München

Jonathan Prexl is an author at Technical University of Munich specializing in engineering, machine learning, and geography.

Top concepts

EngineeringMachine LearningGeographyData ScienceFluid DynamicsImage AnalysisMachine VisionRemote SensingComputer VisionComputer Science

Publications per year

2020–2024

6

Publications

6

Using machine learning to predict extreme events in the Hénon map

Martin Lellep, Jonathan Prexl, Moritz Linkmann et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2020 · 28 citations · Full text

Interpreted machine learning in fluid dynamics: explaining relaminarisation events in wall-bounded shear flows

Martin Lellep, Jonathan Prexl, Bruno Eckhardt et al. · Journal of Fluid Mechanics · 2022 · 26 citations · Full text

Artificial Intelligence, Wall-bounded Shear Flows, Relaminarisation Events +14

Multi-Modal Multi-Objective Contrastive Learning for Sentinel-1/2 Imagery

Jonathan Prexl, Michael Schmitt · 2023 · 17 citations

Better, Not Just More: Data-centric machine learning for Earth observation

Ribana Roscher, Caroline Gevaert, Michael Kampffmeyer et al. · IEEE Geoscience and Remote Sensing Magazine · 2024 · 11 citations · Full text

WEAKLY SUPERVISED SEMANTIC SEGMENTATION OF SATELLITE IMAGES FOR LAND COVER MAPPING – CHALLENGES AND OPPORTUNITIES

Michael Schmitt, Jonathan Prexl, Patrick Ebel et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2020 · 10 citations · Full text

Engineering, Machine Learning, Sen12ms Dataset +16

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