TY - GEN

T1 - Artificial Intelligence Problems in Mathematical Modeling

AU - Il’in, Valery

PY - 2019/1/1

Y1 - 2019/1/1

N2 - The artificial intelligence problems in creating the integrated computational environment (ICE) for the mathematical modeling on the modern supercomputers are considered. The mathematical tasks to be solved present the direct and inverse interdisciplinary problems which are described by the systems of partial differential and/or integral equations in the multi-dimensional computational domains with real complicated multiscale geometry and contrast material properties. The conception of ICE consists in developing the instrumental media to support all main stages of large scale computational experiments, with a long life cycle of the products. The technical requirements for ICE include the flexible extension of the mathematical models and methods, the adaption to evolution of the computer platforms, the reusing external program products, and coordinated participation in the project of the different groups of developers. The objectives of intelligent tools consist in automatic construction of algorithms as well as generating and executing the applied software packages for the end users in particular domains.

AB - The artificial intelligence problems in creating the integrated computational environment (ICE) for the mathematical modeling on the modern supercomputers are considered. The mathematical tasks to be solved present the direct and inverse interdisciplinary problems which are described by the systems of partial differential and/or integral equations in the multi-dimensional computational domains with real complicated multiscale geometry and contrast material properties. The conception of ICE consists in developing the instrumental media to support all main stages of large scale computational experiments, with a long life cycle of the products. The technical requirements for ICE include the flexible extension of the mathematical models and methods, the adaption to evolution of the computer platforms, the reusing external program products, and coordinated participation in the project of the different groups of developers. The objectives of intelligent tools consist in automatic construction of algorithms as well as generating and executing the applied software packages for the end users in particular domains.

KW - Artificial intelligence

KW - Automatic construction of algorithms

KW - Integrated computational environment

KW - Knowledge base

KW - Mathematical modeling

KW - Numerical methods

KW - Ontology of designing

UR - http://www.scopus.com/inward/record.url?scp=85076851599&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-36592-9_41

DO - 10.1007/978-3-030-36592-9_41

M3 - Conference contribution

AN - SCOPUS:85076851599

SN - 9783030365912

T3 - Communications in Computer and Information Science

SP - 505

EP - 516

BT - Supercomputing - 5th Russian Supercomputing Days, RuSCDays 2019, Revised Selected Papers

A2 - Voevodin, Vladimir

A2 - Sobolev, Sergey

PB - Springer Gabler

T2 - 5th Russian Supercomputing Days Conference, RuSCDays 2019

Y2 - 23 September 2019 through 24 September 2019

ER -