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Papers matching “model performance comparison” 51

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Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems
2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Patrick Henkel, Martin Rätz, Dirk Müller

0

citations
Cross-comparison of state of the art neuromorphological simulators on modern CPUs and GPUs using the Brain Scaffold Builder
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

Robin De Schepper, Nora Abi Akar, Thorsten Hater, B. F. B. Huisman, Egidio Ugo D'Angelo, Abigail Morrison, +1 more

2

citations
Discriminating Equivalent Algorithms via Relative Performance
2020 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Aravind Sankaran, Paolo Bientinesi

0

citations
Comparison of HiL Control Methods for Wind Turbine System Test Benches
2020 preprint Engineering Real-time simulation and control systems Open access

Lennard Kaven, Christian Leisten, Maximilian Basler, Moritz Schlösser, Uwe Jassmann, Dirk Abel

1

citations
A Practitioner's Guide to MDP Model Checking Algorithms
2023 arXiv (Cornell University) preprint Computer Science Software Reliability and Analysis Research Open access

Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger

2

citations
Validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on L3 abdominal CT images
2023 medRxiv preprint Medicine Body Composition Measurement Techniques Open access

David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Ross Dean Dolan, Adam S. Bryce, David Kuang-Fu Chang, +7 more

5

citations
How does DeepSeek-R1 perform on USMLE?
2025 medRxiv preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Lisle Faray de Paiva, Gijs Luijten, Behrus Puladi, Jan Egger

11

citations
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Shahed Rezaei, Ali Harandi, Ahmad Moeineddin, Bai‐Xiang Xu, Stefanie Reese

215

citations
The Influence of Inhomogeneous Input Data from Different Waves on Predictive Model Development for COVID-19 ICU Patients (Preprint)
2021 preprint Medicine COVID-19 diagnosis using AI Open access

Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Moein E. Samadi, Gernot Marx, Andreas Schuppert, Johannes Bickenbach

0

citations
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
2026 arXiv (Cornell University) preprint Mathematics COVID-19 epidemiological studies Open access

Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more

0

citations
Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability
2025 arXiv (Cornell University) preprint Social Sciences Misinformation and Its Impacts Open access

Lorraine Saju, Arnim Bleier, Jana Lasser, Claudia Wagner

1

citations
Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality
2024 arXiv (Cornell University) preprint Engineering Advanced Manufacturing and Logistics Optimization Open access

Tina Raissi, Simon Berger, Ralf Schlüter, Hermann Ney

0

citations
A systematic comparison of hard- and soft-constrained physics-informed molecular machine learning with the Clapeyron equation
2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Jan Pavšek, Jan G. Rittig, Alexander Mitsos

0

citations
On Language Model Integration for RNN Transducer based Speech Recognition
2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

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

4

citations
A comparison study of supervised learning techniques for the approximation of high dimensional functions and feedback control
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Mathias Oster, Luca Saluzzi, Tizian Wenzel

1

citations
Mechanical Comparison of Arrangement Strategies for Topological Interlocking Assemblies
2023 arXiv (Cornell University) preprint Engineering Advanced Materials and Mechanics Open access

Tom Goertzen, Domen Macek, Lukas Schnelle, Meike Weiß, Stefanie Reese, Hagen Holthusen, +1 more

0

citations
Comparison of two empirical prolonged infusion dosing regimens for meropenem in patients with septic shock: A pilot two-center study
2020 preprint Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Albrecht Eisert, Christian Lanckohr, Janina Frey, Otto Roman Frey, Sebastian G. Wicha, Dagmar Horn, +4 more

0

citations
Generating Piano Music with Transformers: A Comparative Study of Scale, Data, and Metrics
2025 arXiv (Cornell University) preprint Computer Science Music Technology and Sound Studies Open access

Jonathan Lehmkuhl, Ábel Ilyés-Kun, Nico Bremes, Cemhan Kaan Özaltan, Frederik Muthers, Jiayi Yuan

0

citations
End-to-End Speech Recognition: A Survey
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe

8

citations
Classical Mathematical Models for Prediction of Response to Chemotherapy and Immunotherapy
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Mathematical Biology Tumor Growth Open access

Narmin Ghaffari Laleh, Chiara Maria Lavinia Loeffler, Julia Grajek, Kateřina Staňková, Alexander T. Pearson, Hannah Sophie Muti, +4 more

14

citations
On the use of packing models for the prediction of fluvial sediment porosity
2023 preprint Environmental Science Hydrology and Sediment Transport Processes Open access

Christoph Rettinger, Mina Tabesh, Ulrich Rüde, Stefan Vollmer, Roy M. Frings

2

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

Nina Kusch, Andreas Schuppert

1

citations
A Comparative Evaluation of Quantification Methods
2021 arXiv (Cornell University) preprint Computer Science Imbalanced Data Classification Techniques Open access

Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

4

citations
Tools at the Frontiers of Quantitative Verification
2024 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Roman Andriushchenko, Alexander Bork, Carlos E. Budde, Milan Češka, Kush Grover, Ernst Moritz Hahn, +15 more

2

citations
A roadmap to using randomization in clinical trials
2021 Research Square preprint Mathematics Statistical Methods in Clinical Trials Open access

Vance W. Berger, Louis Bour, Kerstine Carter, Jonathan Chipman, Colin Charles Everett, Nicole Maria Heussen, +7 more

1

citations