Luis Barba Flores

Luis Barba Flores

Senior Data Scientist
Academia
(Alumni)

Luis Barba Flores joined the SDSC in 2022 as Senior Data Scientist. He received a joined PhD in Computers Science in 2016 from the Université Libre de Bruxelles and Carleton University. He served as a postdoctoral researcher at ETH Zurich from 2016 to 2019, and then moved to EPFL Lausanne to work in the Machine Learning and Optimization Group until 2022. His research interests include distributed optimization algorithms, first-order optimization methods and their applications to Deep Learning models.

Projects

SDATE

In Progress
Smart Data Acquisition for Tomoscopy Experiments
Large-scale Infrastructures

ML-ED

Completed
Increased spatial resolution in electron detectors through machine learning
Large-scale Infrastructures

CHIP

In Progress
MaCHIne-Learning-assisted Ptychographic nanotomography
Large-scale Infrastructures

RED-ML

Completed
Reduction of high volume experimental data using machine learning
Large-scale Infrastructures

Publications

Xie, X.; Barba Flores, L.; Bejar Haro, B.; Bergamaschi, A.; Fröjdh, E.; Müller, E.; Paton, K.; Poghosyan, E.; Remlinger, C. "Enhancing spatial resolution in MÖNCH for electron microscopy via deep learning" Journal of Instrumentation 19 1 C01020 2024 View publication

Mentioned in

Case Studies

Contact us

Let’s talk Data Science

Do you need our services or expertise?
Contact us for your next Data Science project!