Multicriteria machine learning – efficiency, robustness, interactivity and system knowledge
Starting in September 2022, the focus of this BMBF funded AI junior research group “Multicriteria Machine Learning – Efficiency, Robustness, Inter-activity and System Knowledge” is on the development of multiobjective training algorithms for deep learning. Deep neural networks are of utmost importance in many areas of application. However, the ...
Duration: 09/2022 - 08/2025
LINQs: Lithium Niobate Quantum Systems - ERC Starting Grant
Quantum technologies are expected to have a transformative impact by exploiting fundamental quantum mechanical effects for technological applications such as quantum computation, quantum simulation, quantum communication, and quantum sensing. Photons are the only reliable qubit for quantum information transmission, making them an essential resource ...
Duration: 09/2022 - 08/2027
Contact: Prof. Dr. Klaus Jöns
ERC- Grant: QuESADILLA: Quantum Engineering Superconducting Array Detectors in Low-Light Applications
Optical measurements are fundamental to experimental science and observations of nature. At the single photon level, superconducting nanowire single-photon detectors (SNSPDs) are well-established as the gold standard in measurement, due to their near-unit efficiency, negligible noise and ultrafast response. Building SNSPD arrays and simultaneously ...
Duration: 09/2022 - 08/2027
Deutsch-Isralische Minerva Schule "An Interdisciplinary Exploration of Future Data Pedagogies and Digital Tools to Nurture Citizen‘ Reasoning with Models and Modeling in the Big Data Era"
Within the framework of the German-Israeli Minerva School, we have brought together young and experienced scientists from different disciplines and countries (Germany, Israel and USA) to facilitate an interdisciplinary collaboration between statistics educators and researchers, educational technologists, data computer scientists and data modeling ...
Duration: 08/2022 - 08/2022
TRR 318 - Subproject A6 - Co-Constructing social signs of understanding to adapt monitoring to diversity
Duration: 08/2022 - 12/2025
SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems
Current systems that incorporate AI technology mainly target the introduction phase, where a core component is training and adaptation of AI models based on given example data. SAIL’s focus on the full life-cycle moves the current emphasis towards sustainable long-term development in real life. The joint project SAIL addresses both basic research ...
Duration: 08/2022 - 07/2026
diMaG
The magazine “diMaG”, which is managed by five editors from international locations (Paderborn, Istanbul, Athens, Tunis, Kara), is particularly a forum for promoting young talent. Master-Students and doctoral candidates from all partner universities are explicitly encouraged to participate. diMaG appears once a year only digitally on the INDIGO ...
Duration: 08/2022 - 12/2024
Whistleblowing und soziale Normen
Dr. Behnud Mir Djawadi, Sabrina Plaß und Sabrina Schäfers untersuchen, inwieweit die Bereitschaft zum Whistleblowing von falsch wahrgenommenen Normen abhängen und wie diese potentiell verzerrte Wahrnehmung aufgelöst werden kann. Für die Studie werden Umfragen in Prolific mit Arbeitnehmern als auch ökonomische Laborexperimente mit Studierenden ...
Duration: 08/2022 - 07/2023
Koproduktion bei AutoML- Anwendungen Eine verhaltensökonomische Studie
Im industriellen Kontext gibt es zahlreiche Fälle für die Anwendung von Modellen des Maschinellen Lernens (ML). Die Erstellung eines ML-Modells ist jedoch sehr ressourcenintensiv, und die verwendeten Daten sind oft sehr spezifisch. AutoML ist ein vielversprechender Bereich des Maschinellen Lernens, in dem auch Nicht-Expert *innen in der Lage sind, ...
Duration: 08/2022 - 07/2023
Transformation hub for improved, more sustainable use of automobiles through digital services and digital business models
Um die zukünftige Wettbewerbsfähigkeit der deutschen Automobilindustrie geht es in dem im September 2022 gestarteten Forschungsprojekt „DiSerHub“. Mit einem nachhaltigen Transformationskonzept sowie gezieltem Wissenstransfer innerhalb eines digitalen Hubs wollen fünf Projektpartner dieses Ziel erreichen und haben sich dazu in einem bundesweit ...
Duration: 08/2022 - 06/2025
Contact: Dr.-Ing. Tobias Hardes, Christopher Lüke, Dr. Christoph Weskamp