(GIST OF SCIENCE REPORTER) Unlocking the Secrets of Nature with Physics-Informed Neural Networks


(GIST OF SCIENCE REPORTER) Unlocking the Secrets of Nature with Physics-Informed Neural Networks

(DECEMBER-2023)


Unlocking the Secrets of Nature with Physics-Informed Neural Networks

  • In the quest to understand the intricate workings of the universe, scientists have always been on the lookout for innovative tools and techniques to advance their understanding of the physical world. 
  • In recent years, one remarkable fusion of two powerful fields, physics and artificial intelligence, has emerged to accelerate our comprehension of complex physical systems.
  • This fusion is known as Physics-Informed Neural Networks (PINNs), and it’s changing the way we approach scientific discovery.
  • To grasp the significance of PINNs, we must first understand the two components at play: physics and neural networks.
  • Physics is the fundamental science that seeks to describe the behaviour of the universe through the formulation of mathematical laws and principles. 
  • These laws govern everything from the motion of planets to the behaviour of subatomic particles.

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Courtesy: Science Reporter