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Development and Implementation of new generation of Pseudo Random Number Generators based on Kolmogorov-Anosov K-systems

Objective

Modern powerful computers open a new era for the application of the Monte Carlo method for the simulation of physical systems of higher complexity. The Monte Carlo simulations are important computational techniques in many areas of natural sciences and have significant application in particle and nuclear physics, quantum physics, statistical physics, quantum chemistry, material science, among many other multidisciplinary applications. In the heart of the Monte Carlo simulations are Pseudo Random Number Generators (RNG). The primary objective of the proposed network is a systematic development and implementation of the state of the art new generation of Pseudo Random Number Generators based on Kolmogorov-Anosov K-systems, which demonstrates excellent statistical properties, into a multidisciplinary usable product. This innovative class of RNG was proposed earlier by the members of the network and relies on the fundamental discoveries and results of Ergodic theory. In order to turn these ideas and earlier research on K-systems generators into a usable product the network undertakes the following actions: To develop an efficient program of the K-system generator with tunable internal parameters of maximal dimensionality and of the order of the Galois field, embedded into a user friendly environment and with an on-line manual; To provide statistical data representing internal characteristics of the K-system generator as a function of the dimensionality of the generator and of the order of the Galois field; To implement the K-system generator into the concurrent and distributed software at CERN for applications in LHC and other HEP experiments; To perform large scale simulations in Quantum Gravity and Quantum Field Theory based on K-system generator. To disseminate the product at CERN and other research centers.These objectives will be achieved by secondments,exchange of knowledge, collective research and training between staff members of the five partners.

Field of science

  • /natural sciences/physical sciences/nuclear physics
  • /natural sciences/physical sciences/quantum physics/quantum field theory
  • /natural sciences/physical sciences/thermodynamics
  • /natural sciences/computer and information sciences/software
  • /natural sciences/physical sciences/quantum physics
  • /natural sciences/chemical sciences/physical chemistry/quantum chemistry
  • /natural sciences

Call for proposal

H2020-MSCA-RISE-2014
See other projects for this call

Funding Scheme

MSCA-RISE - Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE)

Coordinator

"NATIONAL CENTER FOR SCIENTIFIC RESEARCH ""DEMOKRITOS"""
Address
End Of Patriarchou Grigoriou E And 27 Neapoleos Street
15341 Agia Paraskevi
Greece
Activity type
Research Organisations
EU contribution
€ 216 000

Participants (2)

EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH
Switzerland
EU contribution
€ 18 000
Address
Esplanade Des Particules 1 Parcelle 11482 De Meyrin Batiment Cadastral 1046
1211 Geneva 23
Activity type
Research Organisations
KOBENHAVNS UNIVERSITET
Denmark
EU contribution
€ 18 000
Address
Norregade 10
1165 Kobenhavn
Activity type
Higher or Secondary Education Establishments

Partners (4)

A I ALIKHANYAN NATIONAL SCIENCE LABORATORY
Armenia
Address
Alikhanyan Yeghbayrner 2
375036 Yerevan
Activity type
Research Organisations
NANJING UNIVERSITY
China
Address
Hankou Road 22
210093 Nanjing
Activity type
Higher or Secondary Education Establishments
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
Switzerland
Address
Batiment Ce 3316 Station 1
1015 Lausanne
Activity type
Higher or Secondary Education Establishments
NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF ARMENIA
Armenia
Address
24 Marshal Baghramian Avenue
375019 Yerevan
Activity type
Higher or Secondary Education Establishments