Zobrazeno 1 - 10
of 6 367
pro vyhledávání: '"Welch, A J"'
Dimensional analysis (DA) pays attention to fundamental physical dimensions such as length and mass when modelling scientific and engineering systems. It goes back at least a century to Buckingham's Pi theorem, which characterizes a scientifically me
Externí odkaz:
http://arxiv.org/abs/2312.10100
Autor:
Schrunner, Stefan, Pishrobat, Parham, Janssen, Joseph, Jenul, Anna, Cao, Jiguo, Ameli, Ali A., Welch, William J.
Statistical models are an essential tool to model, forecast and understand the hydrological processes in watersheds. In particular, the understanding of time lags associated with the delay between rainfall occurrence and subsequent changes in streamf
Externí odkaz:
http://arxiv.org/abs/2306.00453
Autor:
Janssen, Joseph, Meng, Shizhe, Haris, Asad, Schrunner, Stefan, Cao, Jiguo, Welch, William J., Kunz, Nadja, Ameli, Ali A.
Scientists and statisticians often want to learn about the complex relationships that connect two time-varying variables. Recent work on sparse functional historical linear models confirms that they are promising for this purpose, but several notable
Externí odkaz:
http://arxiv.org/abs/2303.06501
Autor:
Chen, Lu, Welch, Kyle J., Leishangthem, Premkumar, Ghosh, Dipanjan, Zhang, Bokai, Sun, Ting-Pi, Klukas, Josh, Tu, Zhanchun, Cheng, Xiang, Xu, Xinliang
The hypothesis of molecular chaos plays the central role in kinetic theory, which provides a closure leading to the Boltzmann equation for quantitative description of classic fluids. Yet how to properly extend it to active systems is still an open qu
Externí odkaz:
http://arxiv.org/abs/2302.10525
Autor:
LaBarge, Laura R., Krofel, Miha, Allen, Maximilian L., Hill, Russell A., Welch, Andreanna J., Allan, Andrew T.L.
Publikováno v:
In Trends in Ecology & Evolution November 2024 39(11):983-994
Publikováno v:
In Journal of Alloys and Compounds 25 October 2024 1003
Autor:
Ferreira, Diogo F., Jarrett, Crinan, Atagana, Patrick Jules, Welch, Andreanna J., Powell, Luke L., Rebelo, Hugo
Publikováno v:
In Science of the Total Environment 1 December 2024 954
Autor:
Fishburn, Judith L.A., Larson, Heather L., Nguyen, An, Welch, Chloe J., Moore, Taylor, Penn, Aliyah, Newman, Johnathan, Mangino, Anthony, Widman, Erin, Ghobashy, Rana, Witherspoon, Jocelyn, Lee, Wendy, Mulligan, Kimberly A.
Publikováno v:
In Neurotoxicology and Teratology March-April 2024 102
Knowledge distillation (KD) has been actively studied for image classification tasks in deep learning, aiming to improve the performance of a student based on the knowledge from a teacher. However, applying KD in image regression with a scalar respon
Externí odkaz:
http://arxiv.org/abs/2104.03164
Recently, subsampling or refining images generated from unconditional GANs has been actively studied to improve the overall image quality. Unfortunately, these methods are often observed less effective or inefficient in handling conditional GANs (cGA
Externí odkaz:
http://arxiv.org/abs/2103.11166