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Teaching Neural Networks the Laws of Nature: Exploring Physics-Informed Neural Networks (PINNs)
Machine learning excels at spotting patterns but falters with limited data or complex systems. Physics-Informed Neural Networks (PINNs) embed physical laws into training, helping models make reliable
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