Development Plan – Toward Data Driven Design –

Hiroyuki Sano, Yusaku Suzuki, Kazuki Semba, Masayuki Kawai
JSOL Corp.

Abstract

JMAG continues to evolve to strongly promote data-driven design.
In 2025, we implemented functional improvements to JMAG-Express and added multi-discipline evaluation capabilities, especially thermal analysis functions, to enhance its usability in the upstream design process. Furthermore, to make large-scale design optimization practical, we have advanced the development of related functions such as automatic shape constraints and surrogate models.
Going forward, we will prioritize enhancing the performance of JMAG, including the processing speed of JMAG with large-scale models (model size, number of cases). This is in response to the growing need to generate high-accuracy design data in large quantities and in a short amount of time.
In this presentation, we will look back at the development achievements of 2025 and report on the future development plan to further accelerate data-driven design.