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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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Root exudates and rhizosphere microbiomes jointly determine temporal shifts in plant‐soil feedbacks2023 Plant Cell & Environment article Agricultural and Biological Sciences Plant-Microbe Interactions and Immunity Open access
Katja Steinauer, Madhav Prakash Thakur, S. Emilia Hannula, Alexander Weinhold, Henriette Uthe, Nicole M. van Dam, +1 more
79citations -
Human-Centric Machine Learning for Temporal Knowledge Graphs: Towards Understanding the European Alternative Fuels Market2022 Proceedings/Proceedings -- IEEE Symposium on Visual Languages and Human-Centric Computing conference-paper Computer Science Advanced Graph Neural Networks
Robert Jungnickel, Aymen Gannouni, Anas Abdelrazeq, Ingrid Isenhardt
1citations -
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention14citations
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DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods2026 Workshop on Computational Linguistics and Clinical Psychology (CLPsych) conference-paper Psychology Mental Health via Writing Open access
Maryia Zhyrko, Daisy Lal, Erik; id_orcid 0000-0003-1377-9386 van Mulligen, Lifeng Han
0citations -
Temporal Directionality Between Symptoms During Treatment of Depressed Inpatients: A Dynamic Time Warp Network Analysis2024 Clinical Psychology & Psychotherapy article Psychology Mental Health Research Topics Open access
Daphne A. Cocx‐Swiebel, Gabriëlle E. van Son, Anita Scheper, Mirella Stuivenga, Bernard Sabbe, Kaat Hebbrecht, +1 more
5citations -
Exploring label dynamics of velocity‐selective arterial spin labeling in the kidney2021 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Isabell K. Bones, Suzanne L. Franklin, Anita A. Harteveld, Matthias J.P. van Osch, Sophie Schmid, Jeroen Hendrikse, +3 more
5citations -
Pseudotime dynamics of T cells in pancreatic ductal adenocarcinoma inform distinct functional states within the regulatory and cytotoxic T cells2023 iScience article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ashwin Jainarayanan, Nithishwer Mouroug-Anand, Edward H. Arbe-Barnes, Adam J. Bush, Rachael J. M. Bashford-Rogers, Adam Enver Frampton, +5 more
12citations -
Observing the Spatial and Temporal Evolution of Exciton Wave Functions in Organic Semiconductors2026 Physical Review X article Physics and Astronomy Laser-Matter Interactions and Applications Open access
Marcel Theilen, Siegfried Kaidisch, Monja Stettner, Sarah Zajusch, Eric Fackelman, Alexa Adamkiewicz, +9 more
0citations