506 citations · 882 across the 11 of their papers we have counts for
11 papers
Scattering correction for infrared spectra of biological cells using computational infrared microspectroscopy and deep learning
Sergio G. Rodrigo, Ilia L. Rasskazov, Luis Martin-Moreno +1
IR microspectroscopy of single biological cells is challenged by strong light scattering, which produces baseline effects and peak distortions in the IR spectra and hinders the dir…
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…
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…
Amplification of light scattering in arrays of nanoholes by plasmonic absorption-induced transparency
Sergio G Rodrigo
Absorption induced transparency is an optical phenomenon that occurs in metallic arrays of nanoholes when materials featuring narrow lines in their absorption spectra are deposited…
Hybrid confinement of optical and mechanical modes in a bullseye optomechanical resonator
Felipe G. S. Santos, Yovanny A. V. Espinel, Gustavo O. Luiz +3
Optomechanical cavities have proven to be an exceptional tool to explore fundamental and technological aspects of the interaction between mechanical and optical waves. Such interac…
Absorption-induced transparency metamaterials in the terahertz regime
Sergio G. Rodrigo, L. Martín-Moreno
Contrary to what might be expected, when an organic dye is sputtered onto an opaque holey metal film, transmission bands can be observed at the absorption energies of the molecules…