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Papers matching “physical computing” 1,234

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Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine
2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more

16

citations
Machine Learning in Quantum Sciences
2025 Cambridge University Press eBooks book Materials Science Machine Learning in Materials Science

Anna Dawid, Julian Arnold, Borja Requena, Alexander Gresch, Marcin Płodzień, Kaelan Donatella, +23 more

16

citations
Four‐dimensional elastically deformed simplex space‐time meshes for domains with time‐variant topology
2021 International Journal for Numerical Methods in Fluids article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Max von Danwitz, Patrick Antony, Fabian Key, Norbert Hosters, Marek Behr

15

citations
A blinding solution for inference from astronomical data
2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access

Elena Sellentin

15

citations
Planet formation in the PDS 70 system
2023 Astronomy and Astrophysics article Physics and Astronomy Astro and Planetary Science Open access

Alexander J. Cridland, Stefano Facchini, Ewine F. van Dishoeck, M. Benisty

15

citations
SymX: Energy-based Simulation from Symbolic Expressions
2025 ACM Transactions on Graphics article Engineering Advanced Numerical Methods in Computational Mathematics Open access

José Antonio Fernández-Fernández, Fabian Löschner, Lukas Westhofen, Andreas Longva, Jan Bender

14

citations
Distributed OPF Algorithm for System-Level Control of Active Multi-Terminal DC Distribution Grids
2020 IEEE Access article Engineering Optimal Power Flow Distribution Open access

Asimenia Korompili, Petros Pandis, Antonello Monti

14

citations
A modified Ising model of Barabási–Albert network with gene-type spins
2020 Journal of Mathematical Biology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access

Jeyashree Krishnan, Reza Torabi, Andreas Schuppert, Edoardo Di Napoli

13

citations
Learning Direction Fields for Quad Mesh Generation
2021 Computer Graphics Forum article Computer Science Computational Geometry and Mesh Generation

Alexander Dielen, Isaak Lim, Max Lyon, Leif P. Kobbelt

13

citations
A Hierarchy of Spectral Gap Certificates for Frustration-Free Spin Systems
2026 Quantum article Physics and Astronomy Quantum many-body systems Open access

Kshiti Sneh Rai, Ilya Kull, Patrick Emonts, Jordi Tura, Norbert Schuch, F. Baccari

13

citations
Application of neural network in steelmaking and continuous casting: A review
2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

Chaojie Zhang

12

citations
A generalized framework of neural networks for Hamiltonian systems
2024 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access

Philipp Horn, Veronica Saz Ulibarrena, Barry Koren, Simon Portegies Zwart

11

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Numerical methods in engineering Open access

Yousef Heider

10

citations
Mechanistic machine learning for metamaterial fatigue strength design from first principles in additive manufacturing
2024 Materials & Design article Materials Science Machine Learning in Materials Science Open access

Mustafa Awd, Lobna Saeed, Sebastian Münstermann, Matthias G.R. Faes, Frank Walther

10

citations
Residual bayesian attention networks for uncertainty quantification in regression tasks
2025 Scientific Reports article Computer Science Gaussian Processes and Bayesian Inference Open access

Youliang Chen, Wencan Guan, Rafig Azzam

10

citations
Global Sensitivity Analysis to Optimize Basin-Scale Conductive Model Calibration – A Case Study From the Upper Rhine Graben
2020 preprint Energy Geothermal Energy Systems and Applications Open access

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

10

citations
Euclid preparation
2023 Astronomy and Astrophysics article Physics and Astronomy Astronomy and Astrophysical Research Open access

M. Schirmer, Konrad Thürmer, Mark S. Cropper, J Martín-Fleitas, Yann Goueffon, R. Kohley, +92 more

10

citations
Collaborative Neural Networks Significantly Improve Global Aerosol Retrievals From Multiangle Polarimeters
2026 IEEE Transactions on Geoscience and Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access

Guangliang Fu, Sha Lu, Meng Gao, Jeroen H. H. Rietjens, Otto Hasekamp

9

citations
Machine learning based prediction of the corrosion behaviour of biodegradable magnesium alloys with PEO coatings
2023 PAMM article Materials Science Magnesium Alloys: Properties and Applications

Dawei Zhang, Songyun Ma, Bernd A. Markert

9

citations
Nonlinear Identification Modeling for PCCI Engine Emissions Prediction Using Unsupervised Learning and Neural Networks
2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies

Pan Wang, Metin Korkmaz, Joachim Beeckmann, Heinz G. Pitsch

9

citations
Polarization-dependent beam shifts upon metallic reflection in high-contrast imagers and telescopes
2023 Astronomy and Astrophysics article Physics and Astronomy Adaptive optics and wavefront sensing Open access

R. G. van Holstein, Christoph U. Keller, Frans Snik, Steven P. Bos

8

citations
Sphenix: Smoothed Particle Hydrodynamics for the next generation of galaxy formation simulations
2020 Durham Research Online (Durham University) article Engineering Fluid Dynamics Simulations and Interactions Open access

Josh Borrow, Matthieu Schaller, Richard G. Bower, Joop Schaye

8

citations
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Large-Eddy Simulations of ECN Spray C
2022 SAE International Journal of Advances and Current Practices in Mobility article Chemical Engineering Advanced Combustion Engine Technologies Open access

Mathis Bode

8

citations
Learning Deformable Linear Object Dynamics From a Single Trajectory
2025 IEEE Robotics and Automation Letters article Engineering Robot Manipulation and Learning Open access

Shamil Mamedov, A. René Geist, Sebastian Trimpe, Jan Swevers

8

citations
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning
2020 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Mario Rüttgers, Seong Ryong Koh, Jenia Jitsev, Wolfgang Schröder, Andreas Lintermann

7

citations