MOFA: Modularisierbare Flipped-Classroom Kurskonzepte für heterogene Lernendengruppen

Ziel des Projektvorhabens "MOFA" ist es, im Bereich „Datenbasierte Methoden“ und „maschinelle Lernverfahren“ ein Kurskonzept für heterogene Lernendengruppen zu entwerfen und im Flipped-Classroom Konzept einer breiten Menge an Studierenden aus verschiedenen Studiengängen zugänglich zu machen. Die entstehenden modularen Lehr-/Lernmaterialien sollen ...

Duration: 04/2023 - 03/2024

Funded by: MKW NRW, Stifterverband für die Deutsche Wissenschaft e.V.

ESN4NW: Energieoptimierte Supercomputer-Netzwerke durch die Nutzung von Windenergie

Duration: 11/2022 - 10/2025

Funded by: BMBF

Contact: Dr. Gunnar Schomaker

Hybrid Modeling for Data-enhanced Multiobjective Optimization of Multibody Systems

There is hardly ever a situation where only one goal is of interest at a time. When carrying out a purchase, for example, we want to pay a low price for a high quality product. In the same manner, multiple objectives are present in the design of essentially all technical systems such as fast and energy efficient electric vehicles, light yet stable ...

Duration: 10/2022 - 09/2025

Funded by: DFG

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

Funded by: BMBF

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

Funded by: MKW NRW

DARE: Training, validation and benchmark tools for the development of data-driven operation and control strategies for intelligent, local energy systems

Duration: 10/2021 - 09/2023

Funded by: BMBF

Internationaler Workshop für Dynamik, Optimierung und numerische Berechnung

Die Konferenz fand (Corona-bedingt verschoben) vom 26. bis 30.09.2022 statt.

Duration: 06/2020 - 10/2020

Funded by: DFG

SPP 1962 - Multiobjective Optimal Control of Partial Differential Equations Using Reduced-Order Modeling (Subproject)

In almost all technical applications, multiple criteria are of interest – both during development as well as operation. Examples are fast but energy efficient vehicles and constructions that have to be light as well as stable. The goal in the resulting multiobjective optimization problems is the computation of the set of optimal compromises – the ...

Duration: 10/2019 - 04/2023

Funded by: DFG

Simultaneous Development and Testing of Cyber Physical Systems (CPS) using the example of autonomous electric vehicles (SET CPS)

dSPACE, e.GO Mobile, and the Institute of Industrial Mathematics Launch Research ProjectPaderborn/Aachen, May 28, 2019. How can autonomous vehicles with electric drives be developed as examples of complex cyber-physical systems faster, more cost-effectively, and with lower resource consumption? And how can the safety of these vehicles on the road ...

Duration: 05/2019 - 04/2022

Funded by: EU, EFRE.NRW

IBOSS: Information-Based Optimization of Surgery Schedules

Duration: since 04/2024

Funded by: BMBF