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Papers matching “model learning” 5,158

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Uncertainty quantification for learned ISTA
2023 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Frederik Hoppe, Claudio Mayrink Verdun, Felix Krahmer, Hannah Laus, Holger Rauhut

0

citations
Control Methods in Hyperbolic PDEs
2024 Oberwolfach Reports article Engineering Stability and Controllability of Differential Equations Open access

Fabio Ancona, Bani Anvari, Olivier Glass, Michaël Herty

0

citations
Computational modeling analysis of the biotechnological exploitability of cyanobacteria photosynthesis considering the spectral light distribution
2026 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Photosynthetic Processes and Mechanisms Open access

Tobias Pfennig

0

citations
Data-driven modeling of single-sided bottom-hung window ventilation
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

0

citations
Code and Data for the AAAI 2026 paper "First-Order Representation Languages for Goal-Conditioned RL"
2025 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Reinforcement Learning in Robotics Open access

Simon Ståhlberg

0

citations
Code and Data for the AAAI 2026 paper "First-Order Representation Languages for Goal-Conditioned RL"
2025 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Reinforcement Learning in Robotics Open access

0

citations
Metalearning
2022 Directory of Open access Books (OAPEN Foundation) article Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Structural risk minimization for quantum linear classifiers
2023 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Casper Gyurik, van Dyon Vreumingen, Vedran Dunjko

34

citations
A protocol for evaluating robustness to H&E staining variation in computational pathology models
2026 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Lydia A. Schoenpflug, Nikki van den Berg, Sonali Andani, Nanda Horeweg, Jurriaan Barkey Wolf, Tjalling Bosse, +2 more

4

citations
Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research

Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger

0

citations
Crustal-scale thermal models: revisiting the influence of deep boundary conditions
2022 Environmental Earth Sciences article Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

14

citations
Reasoning Capabilities of Large Language Models on Dynamic Tasks
2025 International Conference on Foundation and Large Language Models (FLLM) conference-paper Computer Science Topic Modeling Open access

Annie Wong, Thomas Bäck, Aske Plaat, Bas van Stein, Anna V. Kononova

6

citations
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2022 preprint Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Reasoning Capabilities of Large Language Models on Dynamic Tasks
2025 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Annie Wong, Thomas Bäck, Aske Plaat, Bas van Stein, Anna V. Kononova

0

citations
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2021 preprint Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Beschleunigung Nichtlinearer Modellprädiktiver Regelung mittels Maschinellem Lernen mit Anwendung auf Abwärmerückgewinnung in Fahrzeugen
2020 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Yannic Vaupel

0

citations
Towards Privacy-Preserving Classification-as-a-Service for DGA Detection
2021 International Conference on Privacy, Security and Trust (PST) conference-paper Computer Science Privacy-Preserving Technologies in Data

Arthur Drichel, Mehdi Akbari Gurabi, Tim Amelung, Ulrike Meyer

6

citations
Toward a Climate OSSE Framework for Satellite Mission Design
2025 Bulletin of the American Meteorological Society article Environmental Science Climate variability and models Open access

Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier‐Walqui, G Cesana, Elizabeth C. Weatherhead, George Tselioudis, +20 more

1

citations
Longitudinal training models for entrusting students with independent patient care?: A systematic review
2021 Medical Education review Medicine Innovations in Medical Education Open access

Linda Helena Anna Bonnie, Gaston R. Cremers, Mana Nasori, Anneke W. M. Kramer, Nynke van Dijk

24

citations
Differentiable Geomodeling: Opportunities and Challenges
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Zhouji Liang, Jian Yang

0

citations
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
2021 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access cited by 1 patent

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

48

citations
Blueprint for harmonising unstandardised disease registries to allow federated data analysis: prepare for the future
2022 ERJ Open Research article Health Professions Electronic Health Records Systems Open access cited by 1 patent

Johannes Anthon Kroes, Aruna T. Bansal, Emmanuelle Berret, Nils Christian, Andreas Kremer, Anna Alloni, +10 more

19

citations
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
2021 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

9

citations
Nikaidoh Procedure: The Wet Lab Trainee’s Perspective
2021 World Journal for Pediatric and Congenital Heart Surgery article Medicine Surgical Simulation and Training

César Castillo Romero, Gabriella Ricciardi

2

citations
Clinical Pharmacology and Therapeutics: 2020 in Review
2020 Clinical Pharmacology & Therapeutics article Arts and Humanities Publishing and Scholarly Communication Open access

Piet H. van der Graaf

0

citations