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Esterification of Levulinic Acid to Ethyl Levulinate over Amberlyst-15 in Flow: Systematic Kinetic Model Discrimination and Parameter Estimation2025 Industrial & Engineering Chemistry Research article Engineering Catalysis for Biomass Conversion Open access
Eleni Grammenou, Maerthe Theresa Tillmann, Solomon Gajere Bawa, Arun Pankajakshan, Federico Galvanin, Asterios Gavriilidis
3citations -
Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access
Laura M. Helleckes, Claus Wirnsperger, Jakub Polak, Gonzalo Guillén‐Gosálbez, Alessandro Butté, Moritz von Stosch
12citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
Data Resource Profile: Extramural Leiden University Medical Center Academic Network (ELAN)2024 International Journal of Epidemiology article Health Professions Medical Coding and Health Information Open access
Janet M Kist, Hedwig M. M. Vos, Rimke Cathelijne Vos, Albert T.A. Mairuhu, Jeroen Nathan Struijs, Robert R. J. M. Vermeiren, +10 more
25citations -
Optimizing study design in LPS challenge studies for quantifying drug induced inhibition of TNFα response: Did we miss the prime time?2022 European Journal of Pharmaceutical Sciences article Mathematics Statistical Methods in Clinical Trials Open access
Julia Larsson, Edmund Hoppe, Michael Gautrois, Marija Cvijović, Mats Jirstrand
1citations -
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems2025 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies Open access
Nicolás Ablanque Mejía, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Karthik Gurumurthy, Joaquim Rigola, C. Oliet, +3 more
5citations -
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access
Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani
6citations -
Multi-objective design optimization of bioresorbable braided stents2023 Computer Methods and Programs in Biomedicine article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Dario Carbonaro, Agnese Lucchetti, Alberto Luigi Audenino, Thomas Gries, Ted J. Vaughan, Claudio Chiastra
30citations -
Opening Letter of RILEM TC SDM: The current situation of data and metadata management in construction materials research - Emerging demands and viable solutions2025 RILEM Technical Letters article Computer Science Research Data Management Practices Open access
Tanja Manninger, Fabien Georget, Túlio Honório, Gilberto Cidreira Keserle, Roman Wan‐Wendner, Sandra Conceição Barbosa Nunes
1citations -
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 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
341citations -
The Culture Dataspace (Datenraum Kultur) – a Data-Sovereign Open-Source Digital Infrastructure based on the Eclipse Dataspace Components (EDC) Framework1citations