Characterizing possible failure modes in physics-informed neural networks Aditi S. Krishnapriyan

Nov-15-2025, 21:19:08 GMT–Neural Information Processing Systems

Recent work in scientific machine learning has developed so-called physics-informed neural network (PINN) models.

artificial intelligence, constraint, machine learning, (17 more...)

Neural Information Processing Systems

Nov-15-2025, 21:19:08 GMT

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Country:
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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (1.00)
  - Representation & Reasoning (1.00)

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Characterizing possible failure modes in physics-informed neural networks Aditi S. Krishnapriyan

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