Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Artificial Intelligence Problems in Mathematical Modeling. / Il’in, Valery.
Supercomputing - 5th Russian Supercomputing Days, RuSCDays 2019, Revised Selected Papers. ed. / Vladimir Voevodin; Sergey Sobolev. Springer Gabler, 2019. p. 505-516 (Communications in Computer and Information Science; Vol. 1129 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
}
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 -
ID: 22999335