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HLXiON δ Ω Intent Σ Logic Ψ Synth Π Reason Γ Memory Processing: stat.ML
iON AI Synthesis
The search results for "stat.ML" highlight diverse applications of statistical machine learning across various fields. For instance, the extension of the SIR model in epidemiology incorporates temporal dynamics and spatial diffusion to model COVID-19 spread in Michigan, reflecting adaptive strategies in public health (System inference for the spatio-temporal evolution of infectious diseases). Additionally, the design of a super-helical memory system for optimized data storage and retrieval showcases the intersection of logic and data management in computational innovations (Logic, Design & Organization of PTVD-SHAM). These examples illustrate the breadth of machine learning applications from healthcare to data systems.
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arxiv.org
System inference for the spatio-temporal evolution of infectious diseases: Michigan in the time of COVID-19

We extend the classical SIR model of infectious disease spread to account for time dependence in the parameters, which also include diffusivities. The temporal dependence accounts for the changing characteristics of testing, quarantine and treatment protocols, while diffusivity incorporates a mobile…

q-bio.PE
arxiv.org
Logic, Design & Organization of PTVD-SHAM; A Parallel Time Varying & Data Super-helical Access Memory

This paper encompasses a super helical memory system's design, 'Boolean logic & image-logic' as a theoretical concept of an invention-model to 'store time-data' in terms of anticipating the best memory location ever for data/time. A waterfall effect is deemed to assist the process of potential-diffe…

cs.AR
arxiv.org
Kriging Scenario For Capital Markets

An introduction to numerical statistics.…

cs.CE
arxiv.org
Introduction to Bioinformatics

Bioinformatics is a new discipline that addresses the need to manage and interpret the data that in the past decade was massively generated by genomic research. This discipline represents the convergence of genomics, biotechnology and information technology, and encompasses analysis and interpretati…

cs.CE
arxiv.org
Slicing of Constraint Logic Programs

Slicing is a program analysis technique originally developed for imperative languages. It facilitates understanding of data flow and debugging. This paper discusses slicing of Constraint Logic Programs. Constraint Logic Programming (CLP) is an emerging software technology with a growing number of …

cs.SE
arxiv.org
Results on Three predictions on July 2012 Federal Elections in Mexico based on past regularities

The Presidential Election in Mexico of July 2012 has been the third time that PREP, Previous Electoral Results Program works. PREP gives voting outcomes based in electoral certificates of each polling station that arrive to capture centers. In previous ones, some statistical regularities had been ob…

physics.soc-ph
arxiv.org
A portrait of the collaboration network in quantum information

From its inception at the beginning of the eighties, with milestone results and ideas such as quantum simulation, the no-cloning theorem, and quantum computers, quantum information has established itself over the next decades, being nowadays a fast-developing field at the interface between fundament…

physics.soc-ph quant-ph
arxiv.org
Is it possible to suspend the spread of an epidemic infection? The dynamic Monte Carlo approach

We study a dynamics of the epidemiological infection spreading at different values of the risk factor $β$ (a control parameter) with the using of dynamic Monte Carlo approach (DMC). In our toy model, the infection transmits due to contacts of randomly moving individuals. We show that the behavior o…

physics.soc-ph physics.bio-ph physics.med-ph
arxiv.org
Multi-scale description of pedestrian collective dynamics with port-Hamiltonian systems

Port-Hamiltonian systems (PHS) theory is a recent but already well-established modelling approach for non-linear physical systems. Some studies have shown lately that PHS frameworks are relevant for modelling and control of swarm and multi-agent systems. We identify in this contribution a general cl…

physics.soc-ph
arxiv.org
The politics of physicists social models

I give an overview of the topic of this special issue, the applications of (statistical) physics to social sciences at large. I discuss several examples of simple social models put forward by physicists and discuss their interest. I argue that while they may be conceptually useful to correct our int…

physics.soc-ph