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Papers matching “nonlinear regression” 44

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Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors
2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Marcus Stoffel, Saurabh Balkrishna Tandale

14

citations
Non-Linear Regression Applied to the Sorption of Bisphenol A on Multi-Walled Carbon Nanotubes in Aqueous Systems
2021 Journal of Nanoscience and Nanotechnology article Environmental Science Effects and risks of endocrine disrupting chemicals

Raluca Mădălina Senin, Virgil Bădescu, Ileana Rădulescu, Marian Romeo Calin, Ion Ion, Michael Patrick Henning, +1 more

1

citations
Rediscovering Hyperelasticity by Deep Symbolic Regression
2026 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, Mikhail Itskov

0

citations
A quadratic BSDE framework for risk-adjusted noise-induced switching in bistable nonlinear oscillators under stochastic volatility
2026 Chaos Solitons & Fractals article Environmental Science Ecosystem dynamics and resilience Open access

Dong Feng

10

citations
A biologically plausible recurrent spiking architecture for modeling nonlinear dynamic mechanical systems
2026 Computer Methods in Applied Mechanics and Engineering article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access

Vaishnav Bhaskaran, Saurabh Balkrishna Tandale, Vasileios Polydoras, Agnes Korcsak-Gorzo, Abigail Morrison, Markus Diesmann, +1 more

1

citations
Application and Evaluation of Mathematical Models for Prediction of the Electric Energy Demand Using Plant Data of Five Industrial-Size EAFs
2021 Metals article Engineering Metallurgical Processes and Thermodynamics Open access

Alexander Reimann, Thomas Hay, Thomas Echterhof, Marcus Kirschen, Herbert Pfeifer

18

citations
Towards Gain Tuning for Numerical KKL Observers
2023 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

Mona Buisson-Fenet, Lukas Bahr, Valéry Morgenthaler, Florent Di Meglio

23

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 Journal of Process Control article Engineering Injection Molding Process and Properties Open access

Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more

1

citations
Calculation of the maximum chip thickness for a radial-axial infeed in gear hobbing
2021 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Nico Troß, Jens Brimmers, Thomas Bergs

5

citations
CO hydrogenation over K‐Co‐MoSxcatalyst to mixed alcohols: A kinetic analysis
2020 International Journal of Chemical Kinetics article Chemical Engineering Catalysts for Methane Reforming Open access

Leila Negahdar, Xiaoying Xi, Feng Zeng, J.G.M. Winkelman, Hero Jan Heeres, Regina Palkovits

2

citations
Nichtlineare Ausgleichsrechnung
2022 Springer eBooks book-chapter Engineering Control Systems and Identification

Wolfgang Dahmen, Arnold Reusken

1

citations
Determination of local deposition efficiency based on in-flight particle diagnostics in plasma spraying
2020 Surface and Coatings Technology article Engineering High-Temperature Coating Behaviors

Kirsten Bobzin, W. Wietheger, H. Heinemann, Seyed Ruhollah Dokhanchi

5

citations
Complexity and Criticality in Neuro-Inspired Reservoirs
2025 Lecture notes in computer science conference-paper Neuroscience Neural dynamics and brain function Open access

Michiel van der Vlag, Alper Yegenoglu, Cristian Jimenez-Romero, Abigail Morrison, Sandra Diaz-Pier

0

citations
Model-based Control of the Strip Roughness in Cold Rolling
2021 IFAC-PapersOnLine article Engineering Metallurgy and Material Forming Open access

Christopher Schulte, Xinyang Li, Dirk Abel, Gerhard Hirt

9

citations
A Hybrid CART-Gaussian Process Framework for Day-Ahead Electricity Load Forecasting with Uncertainty Quantification
2025 conference-paper Engineering Energy Load and Power Forecasting

Ei Thu Thu Tun, Chawalit Jeenanunta, Pyae Pyae Phyo, Kamal Chapagain

0

citations
Data-driven surrogate modeling for performance prediction and sensitivity analysis of transport properties in proton exchange membrane water electrolyzers
2025 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Hans Kungl, André Karl, Eva Jodat, Rüdiger‐A. Eichel, +1 more

33

citations
NMR relaxometry of oil paint binders
2020 Magnetic Resonance in Chemistry article Physics and Astronomy NMR spectroscopy and applications Open access

Christian Rehorn, Markus Küppers, Naira Machado da Silva Ruiz, Heike Stege, Bernhard Blümich

31

citations
High Precision Thickness Control in a Cold Rolling Mill using a Non-Linear Roll Stand Deflection Model
2021 European Control Conference (ECC) conference-paper Engineering Control Systems and Identification

Christopher Schulte, Xinyang Li, Dirk Abel, Gerhard Hirt

5

citations
Data-driven reduced order surrogate modeling for coronary in-stent restenosis
2024 Computer Methods and Programs in Biomedicine article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Felix Jan Vogt, Stefanie Reese

2

citations
Optimal Cerebral Perfusion Pressure and Brain Tissue Oxygen in Aneurysmal Subarachnoid Hemorrhage
2022 Stroke article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

Murad Megjhani, Miriam Weiss, Jenna L. Ford, Kalijah Terilli, Nick Kastenholz, Daniel C. Nametz, +12 more

56

citations
Confound-leakage: confound removal in machine learning leads to leakage
2022 GigaScience article Psychology Mental Health via Writing Open access

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

21

citations
A coupled backward stochastic differential equation (BSDE) framework for metastable transition precursors in a stochastically forced Duffing oscillator
2026 Computers & Mathematics with Applications article Physics and Astronomy stochastic dynamics and bifurcation Open access

Dong Feng

1

citations
Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response
2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

13

citations
Introducing sustainable neuromorphic computing in Engineering Mechanics
2026 npj Artificial Intelligence article Computer Science Neural Networks and Reservoir Computing Open access

Marcus Stoffel, Rutwik Gulakala, Vasileios Polydoras, Saurabh Balkrishna Tandale

0

citations
Propagation loss of monolayer MoS 2 on Si 3 N 4 waveguides at wavelengths from 1520 nm to 1620 nm
2026 Optical Materials Express article Materials Science 2D Materials and Applications Open access

Avinash Kumar, Stephan Suckow, Daniel Schneider, Bartos Chmielak, Rijil Thomas, Max C. Lemme

0

citations