Zobrazeno 1 - 10
of 20 983
pro vyhledávání: '"A. Theis"'
Publikováno v:
Atmospheric Chemistry and Physics, Vol 23, Pp 13505-13521 (2023)
Until now, the processes involved in secondary ice production which generate high concentrations of ice crystals in clouds have been poorly understood. However, collisions that involve rimed ice particles or crystal aggregates have the potential to e
Externí odkaz:
https://doaj.org/article/9d66f73f6ebd45ad9cdf6805ca0faf03
Publikováno v:
Transportation Research Interdisciplinary Perspectives, Vol 23, Iss , Pp 100979- (2024)
Current mobility systems put a burden on people and the environment, e.g., through greenhouse gas emissions, and depletion of natural resources. Therefore, a mobility transition including changes in legislation, infrastructure, and behavior as well a
Externí odkaz:
https://doaj.org/article/409344b9454c48aaa2352e11e0aacc67
Autor:
Schneider, Helen, Nowak, Sebastian, Parikh, Aditya, Layer, Yannik C., Theis, Maike, Block, Wolfgang, Sprinkart, Alois M., Attenberger, Ulrike, Sifa, Rafet
Image-based diagnostic decision support systems (DDSS) utilizing deep learning have the potential to optimize clinical workflows. However, developing DDSS requires extensive datasets with expert annotations and is therefore costly. Leveraging report
Externí odkaz:
http://arxiv.org/abs/2410.21014
Autor:
Binz, Marcel, Akata, Elif, Bethge, Matthias, Brändle, Franziska, Callaway, Fred, Coda-Forno, Julian, Dayan, Peter, Demircan, Can, Eckstein, Maria K., Éltető, Noémi, Griffiths, Thomas L., Haridi, Susanne, Jagadish, Akshay K., Ji-An, Li, Kipnis, Alexander, Kumar, Sreejan, Ludwig, Tobias, Mathony, Marvin, Mattar, Marcelo, Modirshanechi, Alireza, Nath, Surabhi S., Peterson, Joshua C., Rmus, Milena, Russek, Evan M., Saanum, Tankred, Scharfenberg, Natalia, Schubert, Johannes A., Buschoff, Luca M. Schulze, Singhi, Nishad, Sui, Xin, Thalmann, Mirko, Theis, Fabian, Truong, Vuong, Udandarao, Vishaal, Voudouris, Konstantinos, Wilson, Robert, Witte, Kristin, Wu, Shuchen, Wulff, Dirk, Xiong, Huadong, Schulz, Eric
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the human mind in
Externí odkaz:
http://arxiv.org/abs/2410.20268
Autor:
Béraud, Pauline, Rioux, Margaux, Babany, Michel, de La Chevasnerie, Philippe, Theis, Damien, Teodori, Giacomo, Pinguet, Chloé, Rigaud, Romane, Leclerc, François
Electricity forecasting has been a recurring research topic, as it is key to finding the right balance between production and consumption. While most papers are focused on the national or regional scale, few are interested in the household level. Des
Externí odkaz:
http://arxiv.org/abs/2410.14416
Autor:
Bunne, Charlotte, Roohani, Yusuf, Rosen, Yanay, Gupta, Ankit, Zhang, Xikun, Roed, Marcel, Alexandrov, Theo, AlQuraishi, Mohammed, Brennan, Patricia, Burkhardt, Daniel B., Califano, Andrea, Cool, Jonah, Dernburg, Abby F., Ewing, Kirsty, Fox, Emily B., Haury, Matthias, Herr, Amy E., Horvitz, Eric, Hsu, Patrick D., Jain, Viren, Johnson, Gregory R., Kalil, Thomas, Kelley, David R., Kelley, Shana O., Kreshuk, Anna, Mitchison, Tim, Otte, Stephani, Shendure, Jay, Sofroniew, Nicholas J., Theis, Fabian, Theodoris, Christina V., Upadhyayula, Srigokul, Valer, Marc, Wang, Bo, Xing, Eric, Yeung-Levy, Serena, Zitnik, Marinka, Karaletsos, Theofanis, Regev, Aviv, Lundberg, Emma, Leskovec, Jure, Quake, Stephen R.
The cell is arguably the most fundamental unit of life and is central to understanding biology. Accurate modeling of cells is important for this understanding as well as for determining the root causes of disease. Recent advances in artificial intell
Externí odkaz:
http://arxiv.org/abs/2409.11654
Autor:
M. Szakáll, M. Debertshäuser, C. P. Lackner, A. Mayer, O. Eppers, K. Diehl, A. Theis, S. K. Mitra, S. Borrmann
Publikováno v:
Atmospheric Chemistry and Physics, Vol 21, Pp 3289-3316 (2021)
Immersion freezing experiments were performed utilizing two distinct single-droplet levitation methods. In the Mainz vertical wind tunnel, supercooled droplets of 700 µm diameter were freely floated in a vertical airstream at constant temperatures r
Externí odkaz:
https://doaj.org/article/c81c0836fd124ec89c7bda8fa6274594
Channel simulation involves generating a sample $Y$ from the conditional distribution $P_{Y|X}$, where $X$ is a remote realization sampled from $P_X$. This paper introduces a novel approach to approximate Gaussian channel simulation using dithered qu
Externí odkaz:
http://arxiv.org/abs/2407.12970
Autor:
Palma, Alessandro, Richter, Till, Zhang, Hanyi, Lubetzki, Manuel, Tong, Alexander, Dittadi, Andrea, Theis, Fabian
Generative modeling of single-cell RNA-seq data has shown invaluable potential in community-driven tasks such as trajectory inference, batch effect removal and gene expression generation. However, most recent deep models generating synthetic single c
Externí odkaz:
http://arxiv.org/abs/2407.11734
Learning disentangled representations from unlabelled data is a fundamental challenge in machine learning. Solving it may unlock other problems, such as generalization, interpretability, or fairness. Although remarkably challenging to solve in theory
Externí odkaz:
http://arxiv.org/abs/2407.07829