Marco S. Nobile, PhD

Assistant Professor at the Eindhoven University of Technology

 

COMPUTATIONAL INTELLIGENCE

My main research activity is focused on the development of innovative combinations of Evolutionary Computation, Swarm Intelligence, Fuzzy Logic, and Machine Learning to tackle complex computational problems

 

HIGH PERFORMANCE COMPUTING

Due to the huge requirements of Computational Intelligence methods, I develop my methods on High Performance Computing infrastructures and, in particular, GPU-based supercomputers

 

COMPUTATIONAL SYSTEMS BIOLOGY

My research activity is mainly driven by open problems in Computational Systems Biology, e.g., parameter estimation, reverse engineering, image analysis, pattern recognition, efficient simulation and analysis

Research projects

 

Fuzzy Self-Tuning PSO

Settings-free optimization
View project
 

ProCell

Stochastic simulation of cell populations proliferation
View project
 

GPU-powered biochemical simulation

Deterministic and stocahastic simulation accelerated on GPUs
View project
 

simpful

Fuzzy-logic reasoning, close to natural language
View project
 

ginSODA

GPU-powered simulation of ODE models
View project
 

GenHap

Evolutionary inference of haplotypes
View project
 

MedGA

Evolutionary enhancement of bimodal images
View project
 

Deep Learning for Medical Imaging

Deep Neural Networks for image segmentation and classification
View project

Latest News

New paper about Dynamic Fuzzy Modeling accepted on Bioinformatics

Many years ago we started a cooperation with the Department of Biotechnology and Biosciences of[…]

GUI[…]

ProCell’s redesign

Designer Luca Zanini created a completely renewed GUI and user experience for ProCell. This is[…]

Conference[…]

New paper published in PaCT 2019’s proceedings

The PaCT conference (Parallel Computing Technologies) is a biennial event focused on the new developments[…]

Contact

Marco S. Nobile

Department of Industrial Engineering and Innovation Sciences
Atlas 5.407 — TU/e, Eindhoven University of Technology
De Zaale, 5612 AZ Eindhoven, The Netherlands
m.s.nobile@tue.nl