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Papers matching “hybrid process models” 35

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Towards hybrid and explainable data-driven models for forming processes: addressing the gap between simulation, process data, and model validation
2026 Research Square preprint Engineering Metal Forming Simulation Techniques Open access

Daria Gelbich, Markus Schumann, Jonas Moske, Philipp Niemietz, Pascal Heinzelmann, Jonas Knoche, +16 more

0

citations
Bayesian Optimization of Partially Known Systems using Hybrid Models
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Eike Cramer, Luis Kutschat, Oliver Stollenwerk, Joel A. Paulson, Alexander Mitsos

0

citations
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
2022 arXiv (Cornell University) preprint Psychology Mental Health via Writing Open access

Sourabh Zanwar, Daniel Wiechmann, Elma Kerz

2

citations
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon

0

citations
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control
2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more

0

citations
3D hybrid cellular Potts model with a discrete deformable fiber network: modeling cell contraction and extracellular matrix remodeling
2026 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cellular Mechanics and Interactions Open access

Koen A.E. Keijzer, Roeland M. H. Merks

0

citations
GreenSloth: a curated database and executable platform for mechanistic photosynthesis models
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Photosynthetic Processes and Mechanisms Open access

Elouën Corvest, Marvin van Aalst, Tim Nies, Quang Huy Nguyen, Josha Ebeling, Maja Strauch, +3 more

0

citations
From Hybrid Mechanistic--Data-Driven Modeling Toward Neuro-Symbolic AI: What, Why, and How
2026 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Moein E. Samadi, Andreas Schuppert

0

citations
Molecular Machine Learning in Chemical Process Design
2025 JuSER (Forschungszentrum Jülich) preprint Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Manuel Dahmen, Martin Grohe, Philippe Schwaller, Alexander Mitsos

0

citations
Hybrid Neural Ordinary Differential Equations for Data-Efficient Polymerization Modeling with Incomplete Kinetics
2026 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Marah Almanasreh, Alexander Mitsos, Eike Cramer

0

citations
Quantum Deep Learning: A Comprehensive Review
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, +7 more

0

citations
Quantum Deep Learning: A Comprehensive Review
2026 JuSER (Forschungszentrum Jülich) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, +7 more

0

citations
Long term hybrid zone dynamics in red- and yellow-bellied toads estimated from environmental data at allopatric and parapatric scales
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

Jan W. Arntzen

1

citations
Accelerating greenhouse gas retrievals with neural network-based forward models
2026 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more

0

citations
Combining Slow and Fast: Complementary Filtering for Dynamics Learning
2023 RWTH Publications (RWTH Aachen) preprint Engineering Control Systems and Identification Open access

Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Sebastian Trimpe

1

citations
DEDL - An Information Model-based Data Ecosystem Description Language
2026 preprint Computer Science Semantic Web and Ontologies Open access

Lennart Schinke, Jiahang Chen, Jürgen Roßmann

0

citations
Optimizing Causal Interventions in Hybrid Bayesian Networks
2024 Research Square preprint Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more

0

citations
ProcK: Machine Learning for Knowledge-Intensive Processes
2021 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Tobias Jacobs, Jingyi Yu, Julia Gastinger, Timo Sztyler

1

citations
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features
2022 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

2

citations
An Analytical Approach to Power Optimization of Concentrating Solar Power Plants with Thermal Storage
2024 Preprints.org preprint Energy Solar Thermal and Photovoltaic Systems Open access

Andrii Cheilytko, Spiros Alexopoulos, Andriy Pozhuyev

1

citations
Optimal Position and Distribution Mode for On-Site Hydrogen Electrolyzers in Onshore Wind Farms for minimal LCoH
2023 preprint Energy Hybrid Renewable Energy Systems Open access

Thorsten Reichartz, Georg Jacobs, Tom Rathmes, Lucas Blickwedel, Ralf Schelenz

1

citations
TorchRTM: A high-performance vegetation RTM package for deep learning integration
2026 preprint Environmental Science Remote Sensing in Agriculture Open access

Peng Sun, Peter M. van Bodegom, Marco D. Visser

0

citations
Bridging the Gap: Physical PCI Device Integration Into SystemC-TLM Virtual Platforms
2025 arXiv (Cornell University) preprint Computer Science Embedded Systems Design Techniques Open access

Nils Bosbach, Rebecca Pelke, Niko Zurstraßen, Jan Henrik Weinstock, Lukas Jünger, Rainer Leupers

0

citations
Valence and Rydberg excited state bond dissociation curves of CO2 from orbital-optimized density functional calculations
2026 arXiv (Cornell University) preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

Darío Barreiro-Lage, Gianluca Levi, Hannes Jonssón, Thanja Lamberts

0

citations
Capturing thin-film microstructure contributions during ultrafast laser-metal interactions using atomistic simulations
2024 arXiv (Cornell University) preprint Engineering Laser Material Processing Techniques Open access

Hariprasath Ganesan, Stefan Sandfeld

0

citations