Artificial Intelligence Problems in Mathematical Modeling

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

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.

Язык оригиналаанглийский
Название основной публикацииSupercomputing - 5th Russian Supercomputing Days, RuSCDays 2019, Revised Selected Papers
РедакторыVladimir Voevodin, Sergey Sobolev
ИздательSpringer Gabler
Страницы505-516
Число страниц12
ISBN (печатное издание)9783030365912
DOI
СостояниеОпубликовано - 1 янв 2019
Событие5th Russian Supercomputing Days Conference, RuSCDays 2019 - Moscow, Российская Федерация
Продолжительность: 23 сен 201924 сен 2019

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том1129 CCIS
ISSN (печатное издание)1865-0929
ISSN (электронное издание)1865-0937

Конференция

Конференция5th Russian Supercomputing Days Conference, RuSCDays 2019
СтранаРоссийская Федерация
ГородMoscow
Период23.09.201924.09.2019

Fingerprint Подробные сведения о темах исследования «Artificial Intelligence Problems in Mathematical Modeling». Вместе они формируют уникальный семантический отпечаток (fingerprint).

  • Цитировать

    Il’in, V. (2019). Artificial Intelligence Problems in Mathematical Modeling. В V. Voevodin, & S. Sobolev (Ред.), Supercomputing - 5th Russian Supercomputing Days, RuSCDays 2019, Revised Selected Papers (стр. 505-516). (Communications in Computer and Information Science; Том 1129 CCIS). Springer Gabler. https://doi.org/10.1007/978-3-030-36592-9_41