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Papers matching “data-driven methods” 67

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A Systematic Review of PDE-based models for advanced rendering in computer graphics: Methods, Architectures, and Future Research Directions
2025 International Journal on Advanced Computer Theory and Engineering review Computer Science Computer Graphics and Visualization Techniques Open access

Emily L. Thompson, Karl Schneider, Alexei Petrov

0

citations
Hyperparameter importance and optimization of quantum neural networks across small datasets
2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Yash J. Patel, Vedran Dunjko, Thomas Bäck, Jan N. van Rijn

26

citations
Quantised Global Autoencoder: A Holistic Approach to Representing Visual Data
2024 arXiv (Cornell University) preprint Computer Science Advanced Data Compression Techniques Open access

Tim Elsner, Paula Usinger, Victor Czech, Gregor Kobsik, Yan‐Lin He, Isaak Lim, +1 more

0

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

5

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 RWTH Publications (RWTH Aachen) article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

0

citations
W4283764415
2022 Methods of Information in Medicine paratext Computer Science Privacy-Preserving Technologies in Data Open access

Sascha Welten

0

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2024 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Thomas Nevolianis, Jan G. Rittig, Alexander Mitsos, Kai O. Leonhard

5

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Thomas Nevolianis, Jan G. Rittig, Alexander Mitsos, Kai O. Leonhard

3

citations
How exascale computing can shape drug design: A perspective from multiscale QM/MM molecular dynamics simulations and machine learning-aided enhanced sampling algorithms
2024 Current Opinion in Structural Biology review Computer Science Computational Drug Discovery Methods Open access

Giulia Rossetti, Davide Mandelli

20

citations
A Kernel Two-sample Test for Dynamical Systems
2020 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access

Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe

0

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks
2024 IEEE Access article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink

5

citations
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more

21

citations
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more

2

citations
MxlPy - Python Package for Mechanistic Learning in Life Science
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Marvin van Aalst, Tim Nies, Tobias Pfennig, Anna Matuszyńska

0

citations
Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support
2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Daniel Buschmann, Tobias Schulze, Chrismarie Enslin, Robert Heinrich Schmitt

11

citations
Synthesis and analysis of neural-network-based control in cyber-physical systems
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Formal Methods in Verification Open access

László Antal

0

citations
Proteochemometric Modeling Identifies Chemically Diverse Norepinephrine Transporter Inhibitors
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Brandon J. Bongers, Hubert J. Sijben, Peter B. R. Hartog, Andrey Tarnovskiy, Adriaan P. IJzerman, Laura H. Heitman, +1 more

8

citations
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation
2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access

Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein

1

citations
Transfer learning for predicting protein binding affinities of metal-organic inhibitors
2026 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Matthijs L. A. Hakkennes, Wojtek Treyde, Francesco Buda, Sylvestre A. Bonnet, Fernanda Duarte

0

citations
Leveraging Generative Models for ASI-based Solar Nowcasting
2024 conference-abstract Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Dominik Schnaus, Stefan Wilbert, Niklas Benedikt Blum, Luis Fernando Zarzalejo, Julia Kowalski, +1 more

0

citations
Ordered Subgraph Aggregation Networks
2022 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Chendi Qian, Gaurav Rattan, Floris Geerts, Mathias Niepert

8

citations
EvoMO-SR: Multiobjective LLM-based Evolution of Symbolic Expressions with substructure guidance
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Cristina Rossetti, Anna V. Kononova, Thomas Bäck, Fei Liu, Niki van Stein

0

citations
Scalable Concept Extraction in Industry 4.0
2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Florian Brillowski, Friedrich Solowjow, Thomas Gries

0

citations
4D Generic Video Object Proposals
2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access cited by 2 patents

Aljoša Ošep, Paul Voigtlaender, Mark C. Weber, Jonathon Luiten, Bastian Leibe

20

citations