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Carlos Alberto Sing-Long Collao

Assistant Professor

Pontificia Universidad Católica de Chile

Santiago, Chile

Signal Reconstruction; Applied Harmonic Analysis; Numerical Optimization; Statistical Learning; Inverse Problems

Ph.D. in Computational and Mathematical Engineering, STANFORD UNIVERSITY. Estados Unidos, 2016
M.S. in Computational and Mathematical Engineering, STANFORD UNIVERSITY. Estados Unidos, 2016
Licenciatura en Física, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008
Licenciatura en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2007
Ingénieur diplômé de l'Ecole Polytechnique, ÉCOLE POLYTECHNIQUE. Francia, 2007
Ingeniero Civil Electricista, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008
Diplôme de l'Ecole Polytechnique, ÉCOLE POLYTECHNIQUE. Francia, 2009

Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Instituto de Ingeniería Matemática y Computacional

Santiago, Chile

2016 - At present
Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Instituto de Ingeniería Biológica y Médica

Santiago, Chile

2016 - At present

Research Assistant Other

Pontificia Universidad Católica de Chile

Santiago, Chile

2008 - 2010
Assistant Professor Full Time

Pontificia Universidad Católica de Chile

Santiago, Chile

2016 - At present


An analysis of reconstruction noise from undersampled 4D flow MRI Partin, Lauren; Schiavazzi, Daniele E.; Long, Carlos A. Sing Article ISI SCOPUS Biomedical Signal Processing and Control (2023)
Characterization of hepatic fatty acids using magnetic resonance spectroscopy for the assessment of treatment response to metformin in an eNOS-/- mouse model of metabolic nonalcoholic fatty liver disease/nonalcoholic steatohepatitis Phinikaridou, Alkystis; Kumar, Shravan Article ISI SCOPUS NMR in Biomedicine (2023)
An Optimal Algorithm for Strict Circular Seriation Sing Long, Carlos A. Article ISI (2021)
Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment Sing-Long, Carlos A.; Mura, Joaquin; Irarrazaval, Pablo; Andia, Marcelo E.; Uribe, Sergio; Tejos, Cristian Article ISI BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
Towards real-time fire data synthesis using numerical simulations Sazunic, Frane Article ISI JOURNAL OF FIRE SCIENCES (2021)
Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T-1, T-2, T-2*, and fat fraction mapping Prieto, Claudia Article ISI MAGNETIC RESONANCE IN MEDICINE (2020)
Rapid data-driven model reduction of nonlinear dynamical systems including chemical reaction networks using l(1)-regularization Sing-Long, C. A.; Reed, E. J. Article ISI CHAOS (2020)
Extensions of Real Atomic Gauges for Complex Signal Recovery Article ISI SCOPUS IEEE ACCESS (2019)
Intrahepatic fatty acids composition as a biomarker of NAFLD progression from steatosis to NASH by using H-1-MRS Zacconi, F; Gaínza, C; Andia, ME Article ISI SCOPUS RSC Advances (2019)
Noise estimation for the velocity in MRI phase-contrast Irarrazaval, Pablo; Uribe, Sergio; Tejos, Cristian Article ISI SCOPUS MAGNETIC RESONANCE IMAGING (2019)
Transferable Kinetic Monte Carlo Models with Thousands of Reactions Learned from Molecular Dynamics Simulations Chen, EZ; Dufour-Decieux, V; Freitas, R Article ISI SCOPUS JOURNAL OF PHYSICAL CHEMISTRY A (2019)