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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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Generation and validation of a high-resolution fossil diatom record from Saliña Bartol, Bonaire, based on convolutional neural networks2026 Applied Computing and Geosciences article Materials Science Diatoms and Algae Research Open access
Romee van der Kuil, Kees Nooren, Madlene Nussbaum, Edwin Bennink, Francesca Sangiorgi, Timme H. Donders
0citations -
Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC2024 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Erica A. Behrens, Jeffrey G. Mangum, S. Viti, Jonathan Holdship, Ko-Yun Huang, Joshua Butterworth, +11 more
13citations -
Neural networks assisted computational aero-acoustic analysis of an isolated tire2020 Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering article Engineering Vehicle Noise and Vibration Control
Ghulam Moeen Uddin, Sajawal Gul Niazi, Syed Muhammad Arafat, Muhammad Farooq, Nasir Hayat, Sher Afghan Malik, +3 more
14citations -
GeoINR 1.0: an implicit neural network approach to three-dimensional geological modelling2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent
Florian Wellmann, Eric A de Kemp, Boyan Brodaric, Ernst Schetselaar, Karine Bédard
25citations -
BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks2024 Nature Communications article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 1 patent
Simon J. Pelletier, Mickaël Leclercq, Florence Roux‐Dalvai, Matthijs B. de Geus, Shannon N. Leslie, Weiwei Wang, +6 more
24citations -
Spectral envelopes of facial movements predict intention, cortical representations, and neural prosthetic control2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Face Recognition and Perception Open access
Richard Hakim, Naoshige Uchida, Sandeep Robert Datta, Simon Musall, Bernardo Luis Sabatini
1citations -
Convolutional Neural Networks for Automatic Detection of Intact Adenovirus from TEM Imaging with Debris, Broken and Artefacts Particles2023 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Olivier Rukundo, Andrea Beháňová, Riccardo De Feo, Seppo Rönkkö, Joni Oja, Jussi Tohka
0citations