Zobrazeno 1 - 10
of 7 140
pro vyhledávání: '"Oldenburg P"'
Publikováno v:
Oldenburg, V., Cardenas-Cartagena, J., & Valdenegro-Toro, M. (2024). Forecasting smog clouds with deep learning: A proof-of-concept. In ICML 2024 AI for Science Workshop. https://openreview.net/forum?id=UQa2PEVHMF
In this proof-of-concept study, we conduct multivariate timeseries forecasting for the concentrations of nitrogen dioxide (NO2), ozone (O3), and (fine) particulate matter (PM10 & PM2.5) with meteorological covariates between two locations using vario
Externí odkaz:
http://arxiv.org/abs/2410.02759
Autor:
Jaume, Guillaume, Oldenburg, Lukas, Vaidya, Anurag, Chen, Richard J., Williamson, Drew F. K., Peeters, Thomas, Song, Andrew H., Mahmood, Faisal
Self-supervised learning (SSL) has been successful in building patch embeddings of small histology images (e.g., 224x224 pixels), but scaling these models to learn slide embeddings from the entirety of giga-pixel whole-slide images (WSIs) remains cha
Externí odkaz:
http://arxiv.org/abs/2405.11618
Autor:
Jiao, Yining, Oldenburg, Amy, Xu, Yinghan, Soundararajan, Srikamal, Zdanski, Carlton, Kimbell, Julia, Niethammer, Marc
Optical coherence tomography (OCT) is a popular modality in ophthalmology and is also used intravascularly. Our interest in this work is OCT in the context of airway abnormalities in infants and children where the high resolution of OCT and the fact
Externí odkaz:
http://arxiv.org/abs/2403.10622
Autor:
Oldenburg, Ninell, Zhi-Xuan, Tan
A universal feature of human societies is the adoption of systems of rules and norms in the service of cooperative ends. How can we build learning agents that do the same, so that they may flexibly cooperate with the human institutions they are embed
Externí odkaz:
http://arxiv.org/abs/2402.13399
Publikováno v:
Ann. Henri Poincare (2024)
We consider dilute Bose gases on the three dimensional unit torus that interact through a pair potential with scattering length of order $ N^{\kappa-1}$, for some $\kappa >0$. For the range $ \kappa\in [0, \frac1{43})$, \cite{ABS} proves complete BEC
Externí odkaz:
http://arxiv.org/abs/2401.00784
Social media has become a very popular source of information. With this popularity comes an interest in systems that can classify the information produced. This study tries to create such a system detecting irony in Twitter users. Recent work emphasi
Externí odkaz:
http://arxiv.org/abs/2311.04885
Autor:
Dold, Simon, Reichenbach, Thomas, Colombo, Alessandro, Jordan, Jakob, Barke, Ingo, Behrens, Patrick, Bernhardt, Nils, Correa, Jonathan, Düsterer, Stefan, Erk, Benjamin, Fennel, Thomas, Hecht, Linos, Heilrath, Andrea, Irsig, Robert, Iwe, Norman, Kolb, Patrice, Kruse, Björn, Langbehn, Bruno, Manschwetus, Bastian, Marienhagen, Philipp, Martinez, Franklin, Broer, Karl-Heinz Meiwes, Oldenburg, Kevin, Passow, Christopher, Peltz, Christian, Sauppe, Mario, Seel, Fabian, Tanyag, Rico Mayro P., Treusch, Rolf, Ulmer, Anatoli, Walz, Saida, Moseler, Michael, Möller, Thomas, Rupp, Daniela, von Issendorff, Bernd
We report on time-resolved coherent diffraction imaging of gas-phase silver nanoparticles, strongly heated via their plasmon resonance. The x-ray diffraction images reveal a broad range of phenomena for different excitation strengths, from simple mel
Externí odkaz:
http://arxiv.org/abs/2309.00433
Autor:
Ellen Oldenburg, Raphael M. Kronberg, Katja Metfies, Matthias Wietz, Wilken-Jon von Appen, Christina Bienhold, Ovidiu Popa, Oliver Ebenhöh
Publikováno v:
Communications Earth & Environment, Vol 5, Iss 1, Pp 1-16 (2024)
Abstract The Arctic Ocean is undergoing a major transition as a result of global warming, with uncertain consequences for its ecosystems. Our study introduces an integrated analytical approach using co-occurrence networks, convergent cross-mapping, a
Externí odkaz:
https://doaj.org/article/264b6bb67a9c4b6eac823aa99c29ac77
Autor:
Merel van Gogh, Jonas M. Louwers, Anna Celli, Sanne Gräve, Marco C. Viveen, Sofie Bosch, Nanne K. H. de Boer, Rik J. Verheijden, Karijn P. M. Suijkerbuijk, Eelco C. Brand, Janetta Top, Bas Oldenburg, Marcel R. de Zoete
Publikováno v:
Microbiome, Vol 12, Iss 1, Pp 1-16 (2024)
Abstract Background The intestinal microbiota plays a significant role in maintaining systemic and intestinal homeostasis, but can also influence diseases such as inflammatory bowel disease (IBD) and cancer. Certain bacterial species within the intes
Externí odkaz:
https://doaj.org/article/28e5227fc92d49278c00be2aad83f250
Autor:
Chen, Richard J., Ding, Tong, Lu, Ming Y., Williamson, Drew F. K., Jaume, Guillaume, Chen, Bowen, Zhang, Andrew, Shao, Daniel, Song, Andrew H., Shaban, Muhammad, Williams, Mane, Vaidya, Anurag, Sahai, Sharifa, Oldenburg, Lukas, Weishaupt, Luca L., Wang, Judy J., Williams, Walt, Le, Long Phi, Gerber, Georg, Mahmood, Faisal
Tissue phenotyping is a fundamental computational pathology (CPath) task in learning objective characterizations of histopathologic biomarkers in anatomic pathology. However, whole-slide imaging (WSI) poses a complex computer vision problem in which
Externí odkaz:
http://arxiv.org/abs/2308.15474