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Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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Magnetic and phononic dynamics in the two-ladder quantum magnet ( C 5 H 9 NH 3 ) 2 CuBr 42026 Physical review. B./Physical review. B article Physics and Astronomy Advanced Condensed Matter Physics Open access
J. Philippe, Frank Elson, Tina Arh, Sergio Sanz, Marvin Metzelaars, D. W. Tam, +17 more
1citations -
Photon Energy-Dependent Ultrafast Exciton Transfer in Chlorosomes of Chlorobium tepidum and the Role of Supramolecular Dynamics2023 The Journal of Physical Chemistry B article Physics and Astronomy Spectroscopy and Quantum Chemical Studies Open access
Sean K. Frehan, Lolita Dsouza, Xinmeng Li, Vesna Erić, Thomas L. C. Jansen, Guido Mul, +4 more
12citations -
Hierarchical network structure as the source of hierarchical dynamics (power-law frequency spectra) in living and non-living systems: How state-trait continua (body plans, personalities) emerge from first principles in biophysics9citations
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Phonon-induced disorder in dynamics of optically pumped metals from non-linear electron-phonon coupling2020 arXiv (Cornell University) preprint Physics and Astronomy Physics of Superconductivity and Magnetism Open access
John Sous, Dante Marvin Kennes, David R. Reichman, Andrew J. Millis
44citations -
Simulating Highly Activated Sticking of H2 on Al(110): Quantum versus Quasi-Classical Dynamics2023 The Journal of Physical Chemistry C article Physics and Astronomy Advanced Chemical Physics Studies Open access
Théophile Tchakoua, Nick Gerrits, Mark F. Somers, Katharina Doblhoff-Dier, H. F. Busnengo, Geert–Jan Kroes
6citations -
HydroGym: A Multi-Solver Reinforcement Learning Platform for Fluid Dynamics2026 Zenodo (CERN European Organization for Nuclear Research) other Physics and Astronomy Model Reduction and Neural Networks Open access
Christian Lagemann, Sajeda Mokbel, Miro Gondrum, Mario Rüttgers, Yuning Wang, Pol Suárez, +15 more
1citations -
Supporting Material for "Nuclear quantum corrections to concentration-dependent Raman shifts and peak splitting in MACE-OFF simulations of water and aqueous acetic acid using quasi-centroid based molecular dynamics."0citations
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Tracing the dynamical and structural complexity of spiral galaxy centres2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Iris Breda, Glenn van de Ven, Sabine Thater, J. Falcón-Barroso, Prashin Jethwa, Masato Onodera, +4 more
0citations -
Tracing the dynamical and structural complexity of spiral galaxy centres2026 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Iris Breda, Glenn van de Ven, Sabine Thater, J. Falcón-Barroso, Prashin Jethwa, Masato Onodera, +4 more
0citations -
Tracing the dynamical and structural complexity of spiral galaxy centres2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Iris Breda, Glenn van de Ven, Sabine Thater, J. Falcón-Barroso, Prashin Jethwa, Masato Onodera, +4 more
0citations