Real World Physics-Informed AI Applications [D]

Reddit r/MachineLearning / 5/2/2026

💬 OpinionIdeas & Deep Analysis

Key Points

  • The post asks for real-world examples of physics-informed AI applications outside academic research.
  • It contrasts the broad, everyday adoption of conventional neural-network AI tools with the perceived lack of mainstream visibility for physics-informed approaches.
  • The author specifically wants to know which industries or fields are already using physics-informed AI in practice.

I'm curios to find any real-world applications of physics-informed AI.

Conventional AI, talking only about Neural Networks, have already become something casual, they are in hundreds of tools/services we use daily. But I'm curios, apart from academia, are there industries/fields where physics-informed AI is already a thing?

submitted by /u/Adorable-Driver-583
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