368 citations
- Universität HamburgDE363 papers
- Deutsches Elektronen-Synchrotron DESYDE31 papers
- Helmholtz-Zentrum HereonDE31 papers
- University Medical Center Hamburg-EppendorfDE26 papers
- Imperial College LondonGB24 papers
- Centre National de la Recherche ScientifiqueFR22 papers
- Technical University of MunichDE18 papers
- Częstochowa University of TechnologyPL17 papers
- Hamburg Institut (Germany)DE16 papers
- Heinrich Heine University DüsseldorfDE14 papers
- Saarland UniversityDE10 papers
- Polytechnic University of BariIT9 papers
506 papers
Fourier Neural Operators for Rayleigh-Bénard Convection
Chelsea Maria John, Thibaut Lunet, Sebastian Götschel +3
We propose an improved Fourier Neural Operator (FNO) for modeling two-dimensional Rayleigh-Bénard convection by predicting time increments instead of full solutions, achieving high…
Regularized Machine Learning for System Identification of Ship Free-Running Manoeuvres from CFD-Based Synthetic Data: A Comparative Study
R. F. Suárez, J. C. Berndt, M. Abdel-Maksoud
This study investigates supervised machine learning techniques for identifying ship hydrodynamic coefficients from CFD-generated data from free-running simulations. Specifically, o…
Beyond Silicon: Materials, Mechanisms, and Methods for Physical Neural Computing
Stefan Fischer, Nihat Ay, Olaf Landsiedel +4
Physical implementations of neural computation now extend far beyond silicon hardware, encompassing substrates such as memristive devices, photonic circuits, mechanical metamateria…
Stop Saying "AI"
Nathan G. Wood, Scott Robbins, Eduardo Zegarra Berodt +4
Across academia, industry, and government, ``AI'' has become central in research and development, regulatory debates, and promises of ever faster and more capable decision-making a…
Rate Equation for the Transfer of Interstitials across Interfaces between Equilibrated Crystals
Jörg Weissmüller
This work inspects the thermally activated transfer of solute particles across the interface between two interstitial solid solution phases that equilibrate internally by fast diff…
Static Dielectric Permittivity Profiles and Coarse-graining Approaches for Water in Graphene Slit Pores
Philipp Stärk, Henrik Stooß, Philip Loche +3
The dielectric response of nano-confined fluids is crucial across technologies and biological systems, yet its calculation and interpretation from molecular simulations are often m…