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Papers matching “data-driven prediction” 47

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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
A data-driven approach towards the full anthropometric measurements prediction via Generalized Regression Neural Networks
2021 Applied Soft Computing article Psychology Ergonomics and Musculoskeletal Disorders

Lining Wang, Tien Ju Lee, Jan Bavendiek, Lutz Eckstein

26

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
Data-driven surgical decision-making – the prediction of resectability in patients with glioblastoma using machine learning
2021 Brain and Spine article Medicine Glioma Diagnosis and Treatment Open access

Julius M. Kernbach, Georg Neuloh, Jonas Ort, Karlijn Hakvoort, Lasse Dührsen, Franz Lennard Ricklefs, +3 more

0

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
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
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
Data-driven classification of elementary rearrangement events in silica glass
2021 Scripta Materialia article Materials Science Glass properties and applications

Franz Bamer, Somar Shekh Alshabab, Arghadwip Paul, Firaz Ebrahem, Bernd A. Markert, Benjamin Stamm

10

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
Physics-Informed Data-Driven Models for Predicting Time- and Temperature-Dependent Viscoelastic Material Behaviors of Optical Glasses
2021 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access

Anh Tuan Vu, Shrey Gulati, Paul-Alexander Vogel, Tim Grunwald, Thomas Bergs

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
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
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 definitions for active and structural MRI lesions in the sacroiliac joint in spondyloarthritis and their predictive utility
2021 Lara D. Veeken article Medicine Spondyloarthritis Studies and Treatments Open access

Walter P. Maksymowych, Robert George William Lambert, Xenofon Baraliakos, Ulrich Weber, Pedro Machado, Susanne Juhl Pedersen, +9 more

101

citations
One-shot battery degradation trajectory prediction with deep learning
2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

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

234

citations
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture
2021 arXiv (Cornell University) preprint Engineering Concrete and Cement Materials Research Open access

Seyed Arman Taghizadeh Motlagh

0

citations
Prediction of Flooding in Packed Liquid‐Liquid and High‐Pressure Extraction Columns Using a Gaussian Process
2021 Chemie Ingenieur Technik article Engineering Process Optimization and Integration Open access

Johannes Brockkötter, Johannes Ahndorf, Andreas Jupke

8

citations
Data deprivations, data gaps and digital divides: Lessons from the COVID-19 pandemic
2021 Big Data & Society article Decision Sciences Big Data Technologies and Applications Open access

Wim A. Naudé, Ricardo Vinuesa

54

citations
Machine learning in modeling of the dynamics of polymer electrolyte fuel cells
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Wei Hua Zou

0

citations
Requirements towards optimizing analytics in industrial processes
2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

Alexander Zeiser, Bas van Stein, Thomas Bäck

5

citations
A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures
2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Thomas Bäck

3

citations
Estimating divergence‐free flows via neural networks
2021 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Dmitry I. Kabanov, Luis Espath, Jonas Kiessling, Raul F. Tempone

0

citations
Predictive quality for hypoid gear in drive assembly
2021 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Jimmy Chhor, Stefan Gerdhenrichs, Robert Heinrich Schmitt

2

citations
Comparative study of neural network based and white box model predictive control for a room temperature control application
2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Arman Gall, Alexander Kiimpel, Dirk Müller

6

citations
Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning
2021 PAMM article Materials Science Machine Learning in Materials Science Open access

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

3

citations