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Papers matching “differentiable simulation” 358

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Reconstructing Electric Current Densities of Extensive Air Showers with Information Field Theory
2026 International Workshop on Acoustic and Radio EeV Neutrino Detection Activities (ARENA) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Maximilian Straub, Martin Erdmann, Stefanie Girod

0

citations
Collective self-sorting on a chip
2026 arXiv (Cornell University) preprint Physics and Astronomy Micro and Nano Robotics Open access

Emanuel F. Teixeira, Thieu van den Bergh, Arjen Klok, Tijn Heesakkers, Alexandre Morin

0

citations
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior
2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access

Mauricio Fernández, Shahed Rezaei, Jaber Rezaei Mianroodi, Felix Fritzen, Stefanie Reese

74

citations
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz

14

citations
Novel uniaxial and biaxial reverse experiments for material parameter identification in an advanced anisotropic cyclic plastic-damage model
2025 Mechanics of Materials article Engineering Metal Forming Simulation Techniques Open access

Zhichao Wei, Steffen Gerke, Michael Brünig

16

citations
Theory of electronic and ionic perturbations at supported electrocatalyst nanoparticles
2025 RWTH Publications (RWTH Aachen) dissertation Energy Electrocatalysts for Energy Conversion Open access

Yufan Zhang

0

citations
Variants of Surface Charges and Capacitances in Electrocatalysis: Insights from Density-Potential Functional Theory Embedded with an Implicit Chemisorption Model
2024 PRX Energy article Energy Electrocatalysts for Energy Conversion Open access

Jun Zh. Huang, Fabiola Domínguez-Flores, Marko Melander

19

citations
Digital twin and trajectory tracking for articulated dump trucks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Vehicle Dynamics and Control Systems Open access

0

citations
Impact of thermal and differential-preferential diffusion on the dynamics and acoustics of hydrogen–air slit flames
2026 Combustion and Flame article Engineering Combustion and flame dynamics Open access

Borja Pedro-Beltran, Zin Shahin, Matthias H. Meinke, Sohel Herff, Dominik J. Krug, Wolfgang Schröder

7

citations
LES combustion model for premixed turbulent hydrogen flames with thermodiffusive instabilities: a priori and a posteriori analysis
2025 Journal of Fluid Mechanics article Engineering Combustion and flame dynamics Open access

Lukas Berger, Antonio Attili, Michael Gauding, Heinz G. Pitsch

38

citations
Numerical investigation of hot-spot surface ignition of hydrogen-air mixtures
2025 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access

Hongchao Chu, Zezheng Li, Heinz G. Pitsch

2

citations
Towards time-independent electrical impedance tomography reconstruction
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electrical and Bioimpedance Tomography Open access

Jöran Rixen

0

citations
A Continuous Integral Model for White Blood Cell Production
2022 SIAM Journal on Applied Mathematics article Mathematics Mathematical Biology Tumor Growth

Yaming Zhang, Thomas Stiehl, Min Ming Tang

5

citations
Modeling speech processing in case of neurogenic speech and language disorders: neural dysfunctions, brain lesions, and speech behavior
2023 Frontiers in Language Sciences article Neuroscience Neurobiology of Language and Bilingualism Open access

Bernd J. Kröger

2

citations
One- and two-point source statistics from the LOFAR Two-metre Sky Survey first data release
2020 Astronomy and Astrophysics article Physics and Astronomy Radio Astronomy Observations and Technology Open access

Dominik J. Schwarz, Cyril Tasse

28

citations
The polarization-encoded self-coherent camera
2021 Astronomy and Astrophysics article Physics and Astronomy Adaptive optics and wavefront sensing Open access

Steven P. Bos

7

citations
Improved selection of participants in genetic longevity studies: family scores revisited
2021 BMC Medical Research Methodology article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Mar Rodríguez-Girondo, Niels van den Berg, Michel H. P. Hof, Marian Beekman, P. Eline Slagboom

6

citations
Rotation Equivariant Operators for Machine Learning on Scalar and Vector Fields
2021 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Venkat Viswanathan

0

citations
Towards automatization of distance protection coordination and interoperability testing for digital substations; 1. Auflage
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Power Systems Fault Detection Open access

Thanakorn Penthong

0

citations
Reduction of the Random Access Memory Size in Adjoint Algorithmic Differentiation by Overloading
2022 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Uwe Naumann

0

citations
Investigation of allicin from garlic as an alternative to conventional antibiotics
2020 RWTH Publications (RWTH Aachen) dissertation Agricultural and Biological Sciences Garlic and Onion Studies Open access

Jana Reiter

0

citations
Simulating co-existence of functionally diverse trees in European natural forests with LPJmL-FIT
2020 conference-abstract Environmental Science Ecology and Vegetation Dynamics Studies Open access

Kirsten Thonicke, Maik Billing, Werner von Bloh, Boris Sakschewski, Ülo Niinemets, Josep Peñuelas, +5 more

0

citations
SNNAX - Spiking Neural Networks in JAX
2024 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing

Jamie Lohoff, Jan Finkbeiner, Emre Neftci

4

citations
SNNAX -- Spiking Neural Networks in JAX
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Jamie Lohoff, Jan Finkbeiner, Emre Neftci

0

citations
Sensitivity and depth of investigation from Monte Carlo ensemble statistics
2020 Geophysical Prospecting article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Christin Bobe, Johannes Keller, Ellen Van De Vijver

0

citations