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A non‐uniform rational B‐splines enhanced finite element formulation based on the scaled boundary parameterization for the analysis of heterogeneous solids9citations
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Deterministic global optimization with Gaussian processes embedded2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access
Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more
47citations -
Normalized Field Product Approach: A Parameter‐Free Density Evaluation Method for Close‐To‐Binary Solutions in Topology Optimization With Embedded Length Scale3citations
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A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method2022 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
216citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
CityGML model generation using parametric interpolations2021 Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction article Engineering 3D Modeling in Geospatial Applications Open access
Avichal Malhotra, Simon Raming, Maximilian Schildt, Jérôme Frisch, Christoph van Treeck
4citations -
ITV-LFS-model: Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures2026 Zenodo (CERN European Organization for Nuclear Research) software Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz Pitsch, Joachim Beeckmann
0citations -
ITV-LFS-model: Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures2026 Zenodo (CERN European Organization for Nuclear Research) software Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz G. Pitsch, Joachim Beeckmann
0citations -
A novel approach based on artificial neural network for calibration of multi-hole pressure probes2020 Flow Measurement and Instrumentation article Engineering Flow Measurement and Analysis Open access cited by 2 patents
Homam Nikpey Somehsaraei, Magnus Hölle, Herwart Hönen, Mohsen Assadi
18citations -
Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies
Maximilian Fleck, Wassja A. Kopp, Narasimhan Viswanathan, Niels Hansen, Joachim Groß, Kai O. Leonhard
5citations