Making the Case for Artificial Intelligence and Machine Learning in Engineering

In this paper, learn how AI and machine learning can improve design and simulation workflows.

Product design workflows are rapidly evolving. Machines, products, and components have become increasingly complex with addition of new materials, sensors, electronics, wireless capabilities, and embedded software. Designers are under pressure to meet the demands of both the market and regulators when it comes to weight, safety, sustainability, and other factors. In addition, the role of simulation has evolved from a specialized task conducted at set points during product development to a more democratized process that takes place throughout the design lifecycle. 

Manual, linear design processes simply cannot keep up with demand for engineers to iterate more frequently and in less time. Conventional engineering and design software products can help by automating or accelerating certain functions, but creativity and innovation are still severely limited by time constraints and a lack of technical expertise in domain-specific activities.

Artificial intelligence (AI) and machine learning (ML) can help clear this bottleneck. With engineering software that incorporates AI/ML functionality into design and simulation processes, organizations can accelerate workflows, provide improved insights, and improve final designs.

In this paper, Siemens Digital Industries Software and Digital Engineering will provide an overview of how AI/ML-enabled software can improve design workflows, while also addressing common questions and concerns around implementing this technology in an engineering organization.

Download today

Latest News

What’s New in Simcenter FloTherm Releases
Highlights include material map capabilities for a PCB thermal analysis workflow, PCB thermal via modeling capabilities and more.

Ansys Updates AI-Powered AnsysGPT
The upgraded infrastructure offers enhanced security and scalability to accommodate more users, according to Ansys.

Intel Goes After Enterprise AI Market with Gaudi
Intel goes after enterprise AI with Gaudi; competition heats up in AI processor market

3D Spark Inks 3-Year Deal With Alstom
The 3-year extension of the 3D Spark license highlights the impact of the B2B Manufacturing and Procurement platform for...

Discover Keynote Speakers of 2024 NAFEMS Americas Conference
This conference, in Kentucky in 2024, will cover topics addressing many aspects of engineering modeling, analysis and simulation during a 2.5-day...

Datakit Releases Update of Technical Data Exchange Solutions
Datakit is focused on advanced interoperability, company reports.

All posts