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Papers matching “nonlinear models” 988

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Confound-leakage: confound removal in machine learning leads to leakage
2022 GigaScience article Mathematics Advanced Causal Inference Techniques Open access

Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon Bodo Eickhoff, +1 more

21

citations
Machine Learning-Based Modeling of Valve Solenoids
2025 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) conference-paper Engineering Hydraulic and Pneumatic Systems

Simon Hucko, Katharina Schmitz

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
Cloud-Based Optimal Control of Individual Borehole Heat Exchangers in a Geothermal Field
2022 Journal of Thermal Science article Energy Geothermal Energy Systems and Applications Open access

Phillip Stoffel, Alexander Kümpel, Dirk Müller

9

citations
Kraftregelung gekoppelter hydraulischer Antriebe
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Hydraulic and Pneumatic Systems Open access

Christian Haas

0

citations
Simulation of Laser-Induced Thermo-Mechanical Stress During Ultrafast Laser Ablation of Indium Tin Oxide with Transient Optical Properties
2023 Journal of Laser Micro/Nanoengineering article Engineering Laser Material Processing Techniques Open access

Dorian Kürschner, Goran Erik Hallum, Heinz Paul Huber, Wolfgang Schulz

2

citations
Analysis of the microstructural connectivity and compressive behavior of particle aggregated silica aerogels
2024 PAMM article Chemistry Aerogels and thermal insulation Open access

W.W. Xiong, Rasul Abdusalamov, Mikhail Itskov, Barbara Milow, Ameya Rege

2

citations
A numerical case study on the long-term seismic assessment of reinforced concrete tunnels in corrosive environments
2022 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Underground Structures Open access

Antonios Mantakas, Nikolaos Nikitas, Raúl Fuentes

31

citations
Field theories and quantum methods for stochastic reaction-diffusion systems
2025 Reviews of Modern Physics article Mathematics Stochastic processes and statistical mechanics Open access

Mauricio J. del Razo, Tommaso Lamma, Wout Merbis

12

citations
A Matrix-Free Exact Newton Method
2024 SIAM Journal on Scientific Computing article Mathematics Iterative Methods for Nonlinear Equations

Uwe Naumann

2

citations
Zweistufige modellprädiktive Regelung für den Luftpfad eines aufgeladenen Ottomotors mit Abgasrückführung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Martin Keller

1

citations
Moment-Driven Predictive Control of Mean-Field Collective Dynamics
2022 SIAM Journal on Control and Optimization article Engineering Advanced Control Systems Optimization Open access

Giacomo Albi, Michaël Herty, Dante Kalise, Chiara Segala

19

citations
Moment-Driven Predictive Control of Mean-Field Collective Dynamics
2021 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Giacomo Albi, Michaël Herty, Dante Kalise, Chiara Segala

2

citations
An Event-Driven System-Level Noise Analysis Methodology for RF Systems
2021 Design, Automation, and Test in Europe conference-paper Engineering Radio Frequency Integrated Circuit Design

Christoph Beyerstedt, Jonas Meier, Fabian Speicher, Ralf Wunderlich, Stefan J. Heinen

1

citations
Quantifying Geodynamical Influences through Physics-Based Machine Learning: A Case Study from the Alpine Region
2023 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen, Ajay Kumar, Mauro Cacace, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Euclid : Constraints on f(R) cosmologies from the spectroscopic and photometric primary probes
2025 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Santiago Casas, V. F. Cardone, D. Sapone, Noemi Frusciante, Francesco Pace, Gabriele Parimbelli, +94 more

24

citations
Modeling dynamic blowers in Simscape® for mechanical ventilation
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering Control Systems and Identification Open access

Felix Röhren, Alina Junior, Steffen K. Leonhardt, Marian Walter

0

citations
Non-linear power spectrum and forecasts for Generalized Cubic Covariant Galileon
2024 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access

Luís Atayde, Noemi Frusciante, Benjamin Bose, Santiago Casas, Baojiu Li

0

citations
Compromised beta-cell identity in type 2 diabetes
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Pancreatic function and diabetes Open access

Pritha Dutta, Nadège Merabet, Rick Quax, Françoise Carlotti, Peter M. A. Sloot

0

citations
An integrated scheduling and control scheme with two economic layers for demand side management of chemical processes
2025 AIChE Journal article Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze, Chrysanthi Papadimitriou, Paul Kolmer, Alexander Mitsos

10

citations
Willem van Zwet’s research
2021 The Annals of Statistics article Mathematics Probability and Statistical Research Open access

Peter J. Bickel, Marta F. Fiocco, Mathisca de Gunst, Friedrich Götze

2

citations
Filtering Methods for Coupled Inverse Problems
2023 SIAM Journal on Applied Dynamical Systems article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Michaël Herty, Elisa Iacomini

2

citations
Digital Triplet for Developing Future Reliable 6G Cooperative Intelligent Transport Systems: Case Studies From Teleoperation to Platooning
2026 IEEE Access article Engineering Vehicular Ad Hoc Networks (VANETs) Open access

Hendrik Schippers, Niklas A. Wagner, Lennart Reiher, Harun Teper, Lukas Ostendorf, Jian-Jia Chen, +2 more

1

citations
Injection Molding Process Data for Post-Consumer-Recycled Materials
2026 RWTH Publications (RWTH Aachen) dataset Engineering Injection Molding Process and Properties Open access

Jens Daniel Simon Ahlers, Robert Helmut Walter Göllinger, Moritz Mascher

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