Authors: Gheorghe Craciun, Casian Pantea, Grzegorz A. Rempala
arXiv
We present a novel method for identifying a biochemical reaction network based on multiple sets of estimated reaction rates in the corresponding reaction rate equations arriving from various (possib...
Authors: Marcelo O. Magnasco, Oreste Piro, Guillermo A. Cecchi
arXiv
For the nervous system to work at all, a delicate balance of excitation and inhibition must be achieved. However, when such a balance is sought by global strategies, only few modes remain balanced c...
Authors: V. Salari, M. Rahnama, J. A. Tuszynski
arXiv
The feasibility of wave function collapse in the human brain has been the subject of vigorous scientific debates since the advent of quantum theory. Scientists like Von Neumann, London, Bauer and Wign...
Authors: Konstantin S. Turitsyn, Michael Chertkov, Marija Vucelja
arXiv
Equilibrium systems evolve according to Detailed Balance (DB). This principe guided development of the Monte-Carlo sampling techniques, of which Metropolis-Hastings (MH) algorithm is the famous repr...
Authors: Brendon J. Brewer
arXiv
Bayesian Inference is a powerful approach to data analysis that is based almost entirely on probability theory. In this approach, probabilities model {\it uncertainty} rather than randomness or vari...
Authors: Christoph Kirst, Theo Geisel, Marc Timme
arXiv
The response of a neuron to synaptic input strongly depends on whether or not it has just emitted a spike. We propose a neuron model that after spike emission exhibits a partial response to residual...
Authors: Andrea Pierré, Tuan Pham, Jonah Pearl, Sandeep Robert Datta, Jason T. Ritt, Alexander Fleischmann
arXiv
Neuroscience research has evolved to generate increasingly large and complex experimental data sets, and advanced data science tools are taking on central roles in neuroscience research. Neurodata Wit...
Authors: Zhenyu Gao, John-Paul Clarke, Javid Mardanov, Karen Marais
arXiv
Unmanned Aerial Systems (UAS), an integral part of the Advanced Air Mobility (AAM) vision, are capable of performing a wide spectrum of tasks in urban environments. The societal integration of UAS is...
Authors: Alexandre Mascarenhas
arXiv
The aim of this paper is to show the relationship that lies in the fact of a person being right or left handed, in their skateboarding stance. Starting from the null hypothesis that there is no relati...
Authors: Ke Xu, Yingqiu Zhu, Yijing Liu, Hansheng Wang
arXiv
This article introduces CluBear, a Python-based open-source package for interactive massive data analysis. The key feature of CluBear is that it enables users to conduct convenient and interactive sta...
Authors: J. M. Gonzalez, H. Command, G. Valdez
arXiv
The Multipurpose Interferometer Array Pathfinder (MIA), developed from the Argentine Institute of Radio Astronomy (IAR), is a radio astronomical instrument based on interferometry techniques, designed...
Authors: Xinzhi Zhong, Yang Zhou, Soyoung Ahn, Danjue Chen
arXiv
This paper develops a stochastic and unifying framework to examine variability in car-following (CF) dynamics of commercial automated vehicles (AVs) and its direct relation to traffic-level dynamics....
Authors: Eva-Maria Walz, Peter Knippertz, Andreas H. Fink, Gregor Köhler, Tilmann Gneiting
arXiv
Numerical weather prediction (NWP) models struggle to skillfully predict tropical precipitation occurrence and amount, calling for alternative approaches. For instance, it has been shown that fairly s...
Authors: Hongli Zhao, Tyler E. Maltba, D. Adrian Maldonado, Emil Constantinescu, Mihai Anitescu
arXiv
We propose a data-driven approach for propagating uncertainty in stochastic power grid simulations and apply it to the estimation of transmission line failure probabilities. A reduced-order equation g...
Authors: Paramahansa Pramanik, Arnab Kumar Maity
arXiv
Microbiome omics data including 16S rRNA reveal intriguing dynamic associations between the human microbiome and various disease states. Drastic changes in microbiota can be associated with factors li...