João Caldeira

1. The Role of Machine Learning in the Next Decade of Cosmology
   2019/02/26 by Michelle Ntampaka, Ntampaka, Michelle, Camille Avestruz +57 · 4 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
2. Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer
   2019/11/14 by João F. Caldeira, Caldeira, João, Joshua Job +8 · 2 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)