Papers matching “computational methods” 4,837
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Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations -
Coarse-Grained Approach to Simulate Signatures of Excitation Energy Transfer in Two-Dimensional Electronic Spectroscopy of Large Molecular Systems2024 Journal of Chemical Theory and Computation article Physics and Astronomy Spectroscopy and Quantum Chemical Studies Open access
Kai Zhong, Hoàng Long Nguyễn, Thanh Nhut, Howe‐Siang Tan, Jasper Knoester, Thomas L. C. Jansen
13citations -
Four‐dimensional elastically deformed simplex space‐time meshes for domains with time‐variant topology2021 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
15citations -
Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis
Thiago Rios, Jiawen Kong, Bas van Stein, Thomas Bäck, Patricia Wollstadt, Bernhard Sendhoff, +1 more
4citations -
Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks2024 Structural Safety article Decision Sciences Probabilistic and Robust Engineering Design Open access
Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd A. Markert, Michael D. Shields
24citations -
Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments2020 Computers & Industrial Engineering article Engineering Integrated Energy Systems Optimization Open access
Lars Nolting, Thomas F. Spiegel, Marius Reich, Mario Adam, Aaron Praktiknjo
18citations -
Overview on Building Blocks and Applications of Efficient and Robust Extended Tight Binding2025 The Journal of Physical Chemistry A article Physics and Astronomy Advanced Chemical Physics Studies Open access
Abylay Katbashev, Marcel Stahn, Thomas Rose, Vahideh Alizadeh, Marvin Friede, Christoph Plett, +2 more
27citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
13citations -
Editorial: Extracellular matrix-like microenvironments for in vitro models and regenerative medicine2024 Frontiers in Bioengineering and Biotechnology editorial Medicine Tissue Engineering and Regenerative Medicine Open access
Arturo Ibáñez‐Fonseca, Alicia Fernández‐Colino, Bárbara Blanco‐Fernandez, Dorela D. Shuboni‐Mulligan
1citations -
Replication code for the manuscript "Efficient construction and explicit dimensionality of Lie group-equivariant and permutation-invariant spaces"2026 Zenodo (CERN European Organization for Nuclear Research) software Mathematics Advanced Algebra and Geometry Open access
Eloïse Barthelemy, Geneviève Dusson, Camille Hernandez, Liwei Zhang
1citations -
Replication code for the manuscript "Efficient construction and explicit dimensionality of Lie group-equivariant and permutation-invariant spaces"2026 Zenodo (CERN European Organization for Nuclear Research) software Mathematics Advanced Algebra and Geometry Open access
Eloïse Barthelemy, Geneviève Dusson, Camille Hernandez, Liwei Zhang
0citations