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TED Talks Daily

AI that connects the digital and physical worlds | Anima Anandkumar

Jul 9, 2024
11:06
Snipd AI
AI professor Anima Anandkumar discusses neural operators bridging digital and physical worlds. She highlights using AI for weather forecasting and medical device design. Anandkumar emphasizes the importance of AI with a deep understanding of the physical world for accurate simulations in science and engineering.
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Quick takeaways

  • Traditional scientific methods can be enhanced by AI for realistic simulation of physical phenomena.
  • Neural operators in AI lead to groundbreaking advancements in various fields like weather forecasting and medical device design.

Deep dives

AI Transforming Scientific Research

AI is revolutionizing scientific research by enabling the capture of a wide range of physical phenomena with applications in weather forecasting and drug discovery. Traditional scientific methods involve extensive experimentation, but AI offers the potential to enhance research efficiency. Language models like chat GPT can generate design ideas, yet they lack physical grounding when simulating complex phenomena. Neural operators, an AI technology, allow for scalable simulation of physical phenomena, leading to significant advancements in scientific understanding and problem-solving.

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