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physics.comp-ph2023
Finding discrete symmetry groups via Machine Learning
Pablo Calvo-Barlés, Sergio G. Rodrigo, Eduardo Sánchez-Burillo +1
We introduce a machine-learning approach (denoted Symmetry Seeker Neural Network) capable of automatically discovering discrete symmetry groups in physical systems. This method ide…
physics.comp-ph2023★ 1 cited
Solving differential equations with Deep Learning: a beginner's guide
Luis Medrano Navarro, Luis Martín Moreno, Sergio G Rodrigo
The research in Artificial Intelligence methods with potential applications in science has become an essential task in the scientific community last years. Physics Informed Neural…