the Apple and Algorithm: How AI Physics are Rewriting Rules of Science

For centuries, physics has sought to uncover the hidden rules governing the universe, from Newton's laws of motion to the mathematical equations that transformed science. Yet as systems grew more complex, traditional methods began to encounter fundamental limits. This book traces the remarkable journey from classical physics to the emerging world of hybrid intelligence, where artificial intelligence and physical laws work together to solve problems once considered intractable.Written for students, educators, and curious readers, the book introduces the concepts behind neural networks, Physics-Informed Neural Networks (PINNs), and their applications in fluid dynamics, engineering, climate science, and beyond. By connecting the foundations of physics with the future of scientific computation, it offers an accessible exploration of how modern science is evolving and how the next generation can become part of that transformation.