AI MEETS SIMULATION

AI MEETS SIMULATION

The Intersection of AI and Simulation Technology

Since the mid-20th century, engineers and scientists have relied on simulation to test, validate, and refine designs. Simulation software has generated vast amounts of synthetic data, running millions of calculations to determine what works and what doesn’t. Today, artificial intelligence (AI) is revolutionizing this process by integrating past learnings with real-time insights, making simulation faster, more efficient, and more accessible than ever before.

Artificial Intelligence (AI), machine learning (ML), and deep learning (DL) are reshaping the digital engineering landscape.

  • AI processes massive datasets, identifying patterns and correlations that enhance simulation accuracy and accelerate decision-making.
  • ML, a subset of AI, enables computers to automatically learn from test, simulation, and engineering data, optimizing designs and refining predictive models.
  • DL takes this further, leveraging multi-layered neural networks to mimic human reasoning, unlocking even deeper insights.

Combining AI and Simulation for Better products, faster development

By combining AI, ML, and simulation, industries gain efficiency and innovation. AI mimics intelligence, ML extracts insights, and simulation models real-world systems. Together, they optimize design, streamline testing, and expand engineering possibilities.

Advantages of AI at product level
Advantages of AI at process level

CADFEM AI Solutions

Ansys SimAI

SimAI, a cloud-based generative AI platform, enables rapid, accessible design testing—10x to 100x faster—using simulation results, benefiting engineers, designers, and business users.

Ansys AI+

Ansys AI+ integrates AI into Ansys desktop products, enhancing optimization with advanced ML-based meta-models for improved efficiency and performance

Ansys Twin AI

Ansys TwinAI is a digital twin solution that integrates the accuracy of physics models with insights from real-world data, powered by AI techniques

STOCHOS

STOCHOS is a unique PI algorithm that ensures expert independence, optimizes computing resources, and delivers high-quality results efficiently.

ARTICLE

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