Authors: Honglin Wen, Pierre Pinson, Jie Gu, Zhijian Jin
arXiv
Wind power forecasting is essential to power system operation and electricity markets. As abundant data became available thanks to the deployment of measurement infrastructures and the democratization...
Authors: Xianghao Zhan, Fanjin Wang, Olivier Gevaert
arXiv
Drug-induced liver injury (DILI) describes the adverse effects of drugs that damage liver. Life-threatening results including liver failure or death were also reported in severe DILI cases. Therefore,...
Authors: Benjamin Lindner
arXiv
Spontaneous fluctuations and stimulus response are essential features of neural functioning but how they are connected is poorly understood. I derive fluctuation-dissipation relations (FDR) between th...
Authors: Shubhankar P. Patankar, Dale Zhou, Christopher W. Lynn, Jason Z. Kim, Mathieu Ouellet, Harang Ju, Perry Zurn, David M. Lydon-Staley, Dani S. Bassett
arXiv
Due to the significant role that curiosity plays in our lives, several theoretical constructs, such as the information gap theory and compression progress theory, have sought to explain how we engage...
Authors: Amin Dehghani, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh
arXiv
Emotion regulation plays a key role in human behavior and overall well-being. Neurofeedback is a non-invasive self-brain training technique used for emotion regulation to enhance brain function and tr...
Authors: Adam Kohan, Edward A. Rietman, Hava T. Siegelmann
arXiv
We propose a new learning framework, signal propagation (sigprop), for propagating a learning signal and updating neural network parameters via a forward pass, as an alternative to backpropagation. In...
Authors: Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen
arXiv
Cerebral small vessel disease (CSVD) is a major vascular contributor to cognitive impairment in ageing, including dementias. Imaging remains the most promising method for in vivo studies of CSVD. To r...
Authors: Matthew J. Vowels
arXiv
Data collection and research methodology represents a critical part of the research pipeline. On the one hand, it is important that we collect data in a way that maximises the validity of what we are...
Authors: Serhan Yilmaz, Erkan Gunay, Da Hee Lee, Kathleen Whiting, Kristen Silver, Mehmet Koyuturk, Gunnur Karakurt
arXiv
Intimate partner violence (IPV) is often studied as a problem that predominantly affects younger women. However, studies show that older women are also frequently victims of abuse even though the phys...
Authors: Jayant Mukhopadhaya
arXiv
The rise in computational capability has increased reliance on simulations to inform aircraft design. However aircraft airworthiness testing for flight certification remains rooted in real-world exper...
Authors: Chang Sub Kim
arXiv
Organisms are nonequilibrium, stationary systems self-organized via spontaneous symmetry breaking and undergoing metabolic cycles with broken detailed balance in the environment. The thermodynamic fre...
Authors: Victoria Volodina, Nikki Sonenberg, Peter Challenor, Jim Q. Smith
arXiv
Gaussian Process (GP) emulators are widely used to approximate complex computer model behaviour across the input space. Motivated by the problem of coupling computer models, recently progress has been...
Authors: Kirstin Roster, Colm Connaughton, Francisco A. Rodrigues
arXiv
Recent infectious disease outbreaks, such as the COVID-19 pandemic and the Zika epidemic in Brazil, have demonstrated both the importance and difficulty of accurately forecasting novel infectious dise...
Authors: A. Eletti, G. Marra, M. Quaresma, R. Radice, F. J. Rubio
arXiv
Excess hazard modeling is one of the main tools in population-based cancer survival research. Indeed, this setting allows for direct modeling of the survival due to cancer even in the absence of relia...
Authors: Nicola Rennie, Catherine Cleophas, Adam M. Sykulski, Florian Dost
arXiv
Bike-sharing is a popular component of sustainable urban mobility. It requires anticipatory planning, e.g. of station locations and inventory, to balance expected demand and capacity. However, externa...