[Blog] <AI × CAE> Paradigm Shift in Design Development: The Future of Next-Generation Simulation Brought by Surrogate Models

From generative AI, LLM, CAE to 3DCG production. GPU solutions supporting next-generation research and development.

This lineup features NVIDIA GPU solutions that support a wide range of research and development as well as creative applications, from generative AI, LLM, CAE, to 3DCG production. It includes a broad selection from the "RTX PRO series" for workstations, "H200 NVL" for AI/HPC, the compact AI supercomputer "DGX Spark," to the high cost-performance "GeForce RTX 50 series." We propose the optimal GPU environment for research institutions, universities, manufacturing, and design development departments. ■ Example of featured products - NVIDIA RTX PRO Blackwell series - NVIDIA H200 NVL - NVIDIA DGX Spark - GeForce RTX 5090 / 5080 / 5070Ti, among others ■ Main applications - Generative AI / Local LLM development - CAE / CFD / Structural analysis - 3DCG / CAD / Video production - AI image analysis / Data science - Scientific and technical computing (HPC)

• Image analysis

A GPU environment for PhysicsNeMo that integrates physical laws and AI to accelerate design verification.

NVIDIA PhysicsNeMo is a physics AI framework that combines physical laws and AI to accelerate simulations of fluids, heat, structures, and more. This product is a GPU workstation that allows for comfortable execution of learning, inference, and what-if validation of PhysicsNeMo in a local environment. It offers a balanced model equipped with an AMD Ryzen 9 and RTX PRO 4500 Blackwell, as well as a large-scale analysis model featuring a Threadripper and RTX PRO 6000 Blackwell Max-Q. It adopts Ubuntu 24.04 LTS and supports development environments utilizing PyTorch, Docker, Google Colab, and Magnum IO. It allows for quick verification of the results of design variable changes, supporting the efficiency of design exploration and digital twin development.

• Industrial PCs
• Desktop PC

Under the floor and in the attic... "Invisible spaces" are being reconsidered now The environment surrounding the housing industry has changed significantly in recent years. Rising lumber prices, increases in equipment costs, a shortage of skilled workers, and prolonged delivery times are all contributing factors. These changes are not temporary; they are becoming established as structural changes within the entire housing industry. Furthermore, in recent years, the global surge in resource prices, the depreciation of the yen, and rising logistics costs have compounded the situation, leading to an overall instability in housing-related materials. The environment where it was once taken for granted that "necessary materials would be readily available when needed" is no longer a certainty. Additionally, the construction and equipment industries continue to face a serious labor shortage. In particular, the aging of veteran craftsmen who support the field is progressing year by year, while securing young talent is not easy. As a result, situations such as difficulty in scheduling construction dates, longer waiting periods before construction, and limited availability of contractors in certain regions are increasingly common nationwide. In the housing industry, there is now a growing sentiment that "construction plans cannot be made with the same sense as before," whether for new builds or renovations. For more details, please be sure to read the 【related materials】【related links】 below. ↓ ↓ ↓

The "HA-T Series" is an energy-saving automatic door sensor that opens only for those who wish to enter, whether on a busy street or in a narrow passageway. The automatic door opens simply by bringing your hand close, addressing hygiene concerns even in facilities used by a large number of people. You can choose between "Non-vision Mount Type/HA-T401" and "Non-vision Built-in Type/HA-T520" depending on the application and installation location. 【Recommended for such places!】 ☑ Entrance facing a busy corridor ☑ Presence of counters or signs near the door ☑ Buildings facing narrow passages ☑ Buildings that prioritize aesthetics ☑ Hospitals and facilities that consider hygiene ☑ Large facilities with many doors 【Features】 ● Adaptable to various door types with four detection spot settings ● Reduces unnecessary opening and closing, contributing to energy-saving by minimizing wasteful power consumption ● Equipped with a light touch function, allowing the door to open and close just by waving your hand, ensuring hygiene ● Can also be used as a wide detection range non-vision infrared sensor ◎ For more details, please download the materials or contact us.

Metal cracks are one of the concerns in equipment maintenance operations. Conventional welding methods for repairs can cause changes in the base material around the crack due to heat, leading to residual stress and deformation, which always carries the risk of "crack recurrence" and "secondary damage." Hinode Water Supply Equipment Co., Ltd.'s "Mechanical Stitching Method" is a new technique that allows for the repair of metal cracks without applying heat. By using special bolts and reinforcement plates, the crack is physically removed without affecting the base material at all. Repairs can be made even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. For more details, please contact us or download the catalog.

Metal cracks are one of the concerns in equipment maintenance operations. Conventional welding methods for repairs often change the base material around the crack due to heat, leading to residual stress and deformation, which constantly carries the risk of "crack recurrence" and "secondary damage." Hinode Waterworks Co., Ltd.'s "Mechanical Stitching Method" is a new technique that allows for the repair of metal cracks without applying heat. By using special bolts and reinforcement plates, the crack is physically removed without affecting the base material at all. Repairs can be made even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. For more details, please contact us or download the catalog.

Metal cracks are one of the concerns in equipment maintenance operations. Conventional welding repair methods can alter the base material around the crack due to heat, leading to residual stress and deformation, which always carries the risk of "crack recurrence" or "secondary damage." Hinode Water Supply Equipment Co., Ltd.'s "Mechanical Stitching Method" is a new technique that allows for metal crack repair without applying heat. By using special bolts and reinforcement plates, the crack is physically removed without affecting the base material with heat. Repairs can be made even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. For more details, please contact us or download the catalog.