Search Results - "Renc, Pawel"

Towards efficient GPGPU Cellular Automata model implementation using persistent active cells by Renc, Paweł, Pęcak, Tomasz, De Rango, Alessio, Spataro, William, Mendicino, Giuseppe, Wąs, Jarosław

“…Natural complex phenomena simulation relies on the application of advanced numerical models. Nevertheless, due to their inherent temporal and spatial…”
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Zero shot health trajectory prediction using transformer by Renc, Pawel, Jia, Yugang, Samir, Anthony E., Was, Jaroslaw, Li, Quanzheng, Bates, David W., Sitek, Arkadiusz

“…Integrating modern machine learning and clinical decision-making has great promise for mitigating healthcare’s increasing cost and complexity. We introduce the…”
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Vascular phenotypes in early hypertension by Murray, Eleanor C., Delles, Christian, Orzechowski, Patryk, Renc, Pawel, Sitek, Arkadiusz, Wagenaar, Joost, Guzik, Tomasz J.

“…The study characterises vascular phenotypes of hypertensive patients utilising machine learning approaches. Newly diagnosed and treatment-naïve primary…”
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Zero Shot Health Trajectory Prediction Using Transformer by Renc, Pawel, Jia, Yugang, Samir, Anthony E, Was, Jaroslaw, Li, Quanzheng, Bates, David W, Sitek, Arkadiusz

“…Integrating modern machine learning and clinical decision-making has great promise for mitigating healthcare's increasing cost and complexity. We introduce the…”
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High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations by Besta, Maciej, Renc, Pawel, Gerstenberger, Robert, Labini, Paolo Sylos, Ziogas, Alexandros, Chen, Tiancheng, Gianinazzi, Lukas, Scheidl, Florian, Szenes, Kalman, Carigiet, Armon, Iff, Patrick, Kwasniewski, Grzegorz, Kanakagiri, Raghavendra, Ge, Chio, Jaeger, Sammy, Was, Jaroslaw, Vella, Flavio, Hoefler, Torsten

“…Graph attention models (A-GNNs), a type of Graph Neural Networks (GNNs), have been shown to be more powerful than simpler convolutional GNNs (C-GNNs). However,…”
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EBIC.JL -- an Efficient Implementation of Evolutionary Biclustering Algorithm in Julia by Renc, Paweł, Orzechowski, Patryk, Byrski, Aleksander, Wąs, Jarosław, Moore, Jason H

“…Biclustering is a data mining technique which searches for local patterns in numeric tabular data with main application in bioinformatics. This technique has…”
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