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Papers matching “data-driven development” 29

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Methodical data-driven integration of customer needs from Social Media into the product development process
2020 Procedia CIRP article Business, Management and Accounting Product Development and Customization Open access

Marie Lindemann, Kristof Briele, Robert Heinrich Schmitt

4

citations
Prediction and Characterization of Flooding in Pulsed Sieve Plate Extraction Columns Using Data-Driven Models
2020 Industrial & Engineering Chemistry Research article Engineering Fluid Dynamics and Mixing

Johannes Brockkötter, Michael Cielanga, Benedikt Weber, Andreas Jupke

19

citations
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning
2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron

341

citations
Understanding Process Mining for Data-Driven Optimization of Order Processing
2020 Procedia Manufacturing article Business, Management and Accounting Business Process Modeling and Analysis Open access

Günther Schuh, Andreas Gützlaff, Sven Cremer, Marco Schopen

17

citations
Dynamic data-driven meta-analysis for prioritisation of host genes implicated in COVID-19
2020 Scientific Reports article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

Nick Parkinson, Natasha Rodgers, Max Head Fourman, Bo Wang, Marie Zechner, Maaike C. Swets, +5 more

50

citations
Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency
2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Syed Muhammad Arafat, Sher Afghan, Ahmad Hassan Kamal, Muhammad Asim, +11 more

66

citations
Value-Driven Robotic Digital Twins in Cyber–Physical Applications
2020 IEEE Transactions on Industrial Informatics article Engineering Digital Transformation in Industry

Eric Guiffo Kaigom, Jurgen Rosmann

49

citations
Development of a hybrid DLT cloud architecture for the automated use of finite element simulation as a service for fine blanking
2020 The International Journal of Advanced Manufacturing Technology article Engineering Digital Transformation in Industry Open access

Joachim Stanke, Martin Unterberg, Daniel Trauth, Thomas Bergs

12

citations
Success factors for implementing Business Analytics in small and medium enterprises in the food industry
2020 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) conference-paper Business, Management and Accounting Big Data and Business Intelligence

Günther Schuh, Dustin Meichsner, Gerhard Gudergan

8

citations
Creation of digital production twins for the optimization of value creation in single and small batch production
2020 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Günther Schuh, Christoph Kelzenberg, Jan Wiese, Niklas Kessler

16

citations
Systematically Scrutinizing the Impact of Substitution Sites on Thermostability and Detergent Tolerance for Bacillus subtilis Lipase A
2020 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization

Christina Nutschel, Alexander Fulton, Olav Zimmermann, Ulrich Schwaneberg, Karl‐Erich Jaeger, Holger Gohlke

32

citations
The Dutch Institute for Clinical Auditing
2020 Annals of Surgery article Health Professions Healthcare Quality and Management Open access

Naomi Beck, Annelotte CM van Bommel, Eric Hans Eddes, Nicoline J. van Leersum, Rob A.�E.�M. Tollenaar, Michel W.J.M. Wouters

96

citations
The Global Methane Budget 2000–2017
2020 Earth system science data article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Marielle Saunois, Benjamin Poulter, Philippe Bousquet, Philippe Ciais, Cyril Crévoisier, Akihiko Ito, +20 more

0

citations
Discriminative feature modeling for statistical speech recognition
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Zoltán Tüske

1

citations
Algorithmic Allocation: Untangling Rival Considerations of Fairness in Research Management
2020 Politics and Governance article Social Sciences Higher Education Governance and Development Open access

Guus Dix, Wolfgang Kaltenbrunner, Joeri K. Tijdink, Govert Valkenburg, Sarah de Rijcke

6

citations
A Review on Enabling Technologies for Resilient and Traceable on-Machine Measurements
2020 Journal of Machine Engineering article Engineering Advanced Measurement and Metrology Techniques Open access

Philipp Dahlem, Dominik Emonts, Mark P. Sanders, Robert Heinrich Schmitt

8

citations
DASH of Water – water distribution system modelling in the age of smart water meters
2020 conference-abstract Engineering Water Systems and Optimization Open access

David Bernhard Steffelbauer, Mirjam Blokker, Arno Knobbe, Edo Abraham

0

citations
Eine verkehrsbasierte Methode zur Wirksamkeitsbewertung von Fahrzeugautomatisierung
2020 RWTH Publications (RWTH Aachen) conference-paper Psychology Human-Automation Interaction and Safety Open access

Christian Rösener

9

citations
Teaching through Play: Using Video Games as a Platform to Teach about the Past
2020 Ubiquity Press eBooks conference-paper Psychology Educational Games and Gamification Open access

Krijn H.J. Boom, C.E. Ariese, Bram van den Hout, Angus A. A. Mol, Aris Politopoulos

16

citations
Online capacity estimation of lithium-ion batteries with deep long short-term memory networks
2020 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

Weihan Li, Neil Sengupta, Philipp Dechent, David A. Howey, Anuradha M. Annaswamy, Dirk Uwe Sauer

366

citations
Reviewing the genetics of heterogeneity in depression: operationalizations, manifestations and etiologies
2020 Human Molecular Genetics article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Na Cai, Karmel W. Choi, Eiko I. Fried

163

citations
Permutation-based true discovery proportions for fMRI cluster analysis
2020 arXiv (Cornell University) preprint Neuroscience Functional Brain Connectivity Studies Open access

Angela Andreella, Jesse Hemerik, Wouter D. Weeda, Livio Finos, Jelle J. Goeman

2

citations
Hybride mechanistisch-datengetriebene Modellierung für die deterministisch-globale Optimierung von Organic Rankine Cycles
2020 RWTH Publications (RWTH Aachen) book Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Wolfgang R. Huster

0

citations
Dynamische Optimierungstrategien zur Produktion monoklonaler Antikörper
2020 RWTH Publications (RWTH Aachen) book Engineering Process Optimization and Integration Open access

Chrysoula Dimitra Kappatou

0

citations
The rounD Dataset: A Drone Dataset of Road User Trajectories at Roundabouts in Germany
2020 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety

Robert Krajewski, Tobias Moers, Julian Bock, Lennart Vater, Lutz Eckstein

227

citations