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Papers matching “data-driven modeling” 84

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AutoMoG 3D: Automated Data-Driven Model Generation of Multi-Energy Systems Using Hinging Hyperplanes
2021 Frontiers in Energy Research article Engineering Integrated Energy Systems Optimization Open access

Andreas Kämper, Alexander Holtwerth, Ludger Leenders, André Bardow

12

citations
Efficient data structures for model-free data-driven computational mechanics
2021 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access

Robert Eggersmann, Laurent Stainier, M. Ortíz, Stefanie Reese

67

citations
Data-driven computational modeling of the DNA damage response and liver toxicity
2021 Toxicology Letters article Pharmacology, Toxicology and Pharmaceutics Drug-Induced Hepatotoxicity and Protection

Muriel M. Heldring, T Lakhal, Sylvia E. Le Dévédec, Bob van de Water, Joost B. Beltman

0

citations
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence
2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer

210

citations
Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system
2021 Energy article Engineering Building Energy and Comfort Optimization

Christoph Netsch, Sören Eschweiler, Tianyuan Wang, Thomas Storek, Marc Baranski, Dirk Müller

26

citations
Cortado—An Interactive Tool for Data-Driven Process Discovery and Modeling
2021 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

12

citations
Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling
2021 RWTH Publications (RWTH Aachen) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

11

citations
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition
2021 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access

Wei Guo Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney

10

citations
Data-driven prediction of postoperative clinical outcome using the Neurologic Assessment in Neuro-Oncology (NANO) score in glioblastoma patients - the clinical usefulness of a black-box model
2021 Brain and Spine article Medicine Glioma Diagnosis and Treatment Open access

Julius M. Kernbach, Jonas Ort, Karlijn Hakvoort, Georg Neuloh, Hans Clusmann, Daniel Delev

0

citations
Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD
2021 International Journal of Neural Systems article Neuroscience EEG and Brain-Computer Interfaces

Jana Zweerings, Kiira Karoliina Sarasjärvi, Krystyna A. Mathiak, Jorge Iglesias-Fuster, Fengyu Cong, Mikhail Zvyagintsev, +1 more

7

citations
Data-Driven Heuristic Assisted Memetic Algorithm for Efficient Inter-Satellite Link Scheduling in the BeiDou Navigation Satellite System
2021 IEEE/CAA Journal of Automatica Sinica article Engineering Satellite Communication Systems cited by 1 patent

Yonghao Du, Ling Wang, Lining Xing, Jungang Yan, Mengsi Cai

58

citations
The viewing angle in AGN SED models: a data-driven analysis
2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Andrés Felipe Ramos Padilla, Lingyu Wang, K. Małek, Andreas Efstathiou, Guang Yang

2

citations
A data-driven stochastic parametrisation of intermittent turbulence in the stably stratified atmospheric boundary layer
2021 conference-abstract Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Vyacheslav Boyko, Sebastian Krumscheid, Nikki Vercauteren

1

citations
Data-Driven Process Performance Measurement and Prediction: A Process-Tree-Based Approach
2021 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

Sebastiaan J. van Zelst, Luis F. R. Santos, Wil M. P. van der Aalst

4

citations
PyPEF—An Integrated Framework for Data-Driven Protein Engineering
2021 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization

Niklas E. Siedhoff, Alexander-Maurice Illig, Ulrich Schwaneberg, Mehdi D. Davari

39

citations
Complementary dataset of the paper "The viewing angle in AGN SED models, a data-driven analysis"
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Andrés Felipe Ramos Padilla, K. Małek, Andreas Efstathiou, Guang Yang

20

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

2

citations
Complementary dataset of the paper "The viewing angle in AGN SED models, a data-driven analysis"
2021 University of Groningen research database (University of Groningen / Centre for Information Technology) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Andrés Felipe Ramos Padilla, Lingyu Wang, K. Małek, Andreas Efstathiou, Guang Yang

0

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 ChemRxiv preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

0

citations
Optimal vaccine allocation for COVID-19 in the Netherlands: a data-driven prioritization
2021 medRxiv preprint Mathematics COVID-19 epidemiological studies Open access

Fuminari Miura, Ka Yin Leung, Don Klinkenberg, Kylie E. C. Ainslie, Jacco Wallinga

2

citations
Diagnosing Power Module Degradation with High-Resolution, Data-Driven Methods
2021 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies

Christoph H. van der Broeck, Timothy A. Polom, Rik W. De Doncker

9

citations
Data-driven subfilter modelling of thermo-diffusively unstable hydrogen–air premixed flames
2021 Combustion Theory and Modelling article Engineering Combustion and flame dynamics Open access

Pasquale Eduardo Lapenna, Lukas Berger, Antonio Attili, Rachele Lamioni, Navin Fogla, Heinz G. Pitsch, +1 more

29

citations
Expressivity of parameterized and data-driven representations in quality diversity search
2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck

13

citations
Optimal vaccine allocation for COVID-19 in the Netherlands: A data-driven prioritization
2021 PLoS Computational Biology article Mathematics COVID-19 epidemiological studies Open access

Fuminari Miura, Ka Yin Leung, Don Klinkenberg, Kylie E. C. Ainslie, Jacco Wallinga

31

citations