81 citations · 109 across the 6 of their papers we have counts for
7 papers
Automated Extraction of Techno-Economic Data from 76,000 Energy System Studies
Maxime Gorres, Jan Göpfert, Patrick Kuckertz +5
Energy system models guide societally important decisions, but their credibility rests on quantitative assumptions that are difficult to source and audit. Meta-analyses can improve…
Risks of AI-driven product development and strategies for their mitigation
Jan Göpfert, Jann M. Weinand, Patrick Kuckertz +2
Humanity is progressing towards automated product development, a trend that promises faster creation of better products and thus the acceleration of technological progress. However…
Wiki-Quantities and Wiki-Measurements: Datasets of Quantities and their Measurement Context from Wikipedia
Jan Göpfert, Patrick Kuckertz, Jann M. Weinand +1
To cope with the large number of publications, more and more researchers are automatically extracting data of interest using natural language processing methods based on supervised…
Organizing Scientific Knowledge From Energy System Research Using the Open Research Knowledge Graph
Oliver Karras, Jan Göpfert, Patrick Kuckertz +2
Engineering sciences, such as energy system research, play an important role in developing solutions to technical, environmental, economic, and social challenges of our modern soci…
A Metadata-Based Ecosystem to Improve the FAIRness of Research Software
Patrick Kuckertz, Jan Göpfert, Oliver Karras +10
The reuse of research software is central to research efficiency and academic exchange. The application of software enables researchers with varied backgrounds to reproduce, valida…
Opportunities for Large Language Models and Discourse in Engineering Design
Jan Göpfert, Jann M. Weinand, Patrick Kuckertz +1
In recent years, large language models have achieved breakthroughs on a wide range of benchmarks in natural language processing and continue to increase in performance. Recently, t…
Global LCOEs of decentralized off-grid renewable energy systems
Jann Michael Weinand, Maximilian Hoffmann, Jan Göpfert +7
Recent global events emphasize the importance of a reliable energy supply. One way to increase energy supply security is through decentralized off-grid renewable energy systems, fo…