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Time series foundation models have shown impressive performance on a variety of tasks, across a wide range of domains, even in zero-shot settings. However, most of these models are designed to handle short univariate time series as an input. This lim
Externí odkaz:
http://arxiv.org/abs/2409.13530
Time series foundation models (TSFMs) promise to be powerful tools for a wide range of applications. However, their internal representations and learned concepts are still not well understood. In this study, we investigate the structure and redundanc
Externí odkaz:
http://arxiv.org/abs/2409.12915
Autor:
Potosnak, Willa, Challu, Cristian, Goswami, Mononito, Wiliński, Michał, Żukowska, Nina, Dubrawski, Artur
Recently, time series foundation models have shown promising zero-shot forecasting performance on time series from a wide range of domains. However, it remains unclear whether their success stems from a true understanding of temporal dynamics or simp
Externí odkaz:
http://arxiv.org/abs/2409.10840
Autor:
Xiaoguang Xu, Chachrit Khunsriraksakul, James M. Eales, Sebastien Rubin, David Scannali, Sushant Saluja, David Talavera, Havell Markus, Lida Wang, Maciej Drzal, Akhlaq Maan, Abigail C. Lay, Priscilla R. Prestes, Jeniece Regan, Avantika R. Diwadkar, Matthew Denniff, Grzegorz Rempega, Jakub Ryszawy, Robert Król, John P. Dormer, Monika Szulinska, Marta Walczak, Andrzej Antczak, Pamela R. Matías-García, Melanie Waldenberger, Adrian S. Woolf, Bernard Keavney, Ewa Zukowska-Szczechowska, Wojciech Wystrychowski, Joanna Zywiec, Pawel Bogdanski, A. H. Jan Danser, Nilesh J. Samani, Tomasz J. Guzik, Andrew P. Morris, Dajiang J. Liu, Fadi J. Charchar, Human Kidney Tissue Resource Study Group, Maciej Tomaszewski
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-29 (2024)
Abstract Genetic mechanisms of blood pressure (BP) regulation remain poorly defined. Using kidney-specific epigenomic annotations and 3D genome information we generated and validated gene expression prediction models for the purpose of transcriptome-
Externí odkaz:
https://doaj.org/article/f5e9da19c88d4024b4071ce5130ced06
Publikováno v:
E3S Web of Conferences, Vol 22, p 00125 (2017)
The scope of these studies is to evaluate the ambient CO2 capture abilities of the membrane contactor system in the same conditions as leaves works during photosynthesis, such as ambient temperature, pressure and low CO2 concentration, where the only
Externí odkaz:
https://doaj.org/article/64a577f770b340d089d6f9e50cef95a7
Autor:
Kalka, Marta, Chorążewska, Aleksandra, Gędaj, Aleksandra, Żukowska, Dominika, Ciura, Krzysztof, Biaduń, Martyna, Gregorczyk, Paulina, Ptak, Julia, Porębska, Natalia, Opaliński, Łukasz
Publikováno v:
In International Journal of Biological Macromolecules October 2024 277 Part 2
Autor:
Pacholski, Roman, Durka, Krzysztof, Żukowska, Grażyna Zofia, Marczewski, Maciej, Buchalski, Piotr
Publikováno v:
In Inorganica Chimica Acta 1 October 2024 571
Autor:
Dranka, Maciej, Fabiański, Michał, Zalewska, Aldona, Żukowska, Grażyna Z., Wieczorek, Władysław
Publikováno v:
In Energy Storage Materials June 2024 70
Autor:
Okraszewska, Romanika, Romanowska, Aleksandra, Clarissa Laetsch, Dana, Gobis, Anna, Reisch, Lucia A., Kamphuis, Carlijn B.M., Lakerveld, Jeroen, Krajewski, Piotr, Banik, Anna, den Braver, Nicolette R., Forberger, Sarah, Brenner, Hermann, Żukowska, Joanna
Publikováno v:
In Transportation Research Part D June 2024 131
Autor:
Gędaj, Aleksandra, Gregorczyk, Paulina, Żukowska, Dominika, Chorążewska, Aleksandra, Ciura, Krzysztof, Kalka, Marta, Porębska, Natalia, Opaliński, Łukasz
Publikováno v:
In Cytokine and Growth Factor Reviews June 2024 77:39-55