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
BIOMEDICAL RESEARCH
My research activity is mainly driven by open problems in Computational Systems Biology and Medicine, with an focus on interpretability and explainability issues arising from modern machine learning approaches
Research projects
GPU-powered biochemical simulation
Deep Learning for Medical Imaging
Latest News
Simone Spolaor recipient of EUSFLAT 2020 best PhD thesis award
My former PhD student, Simone Spolaor, was awarded by EUSFLAT for the best 2020 PhD[…]
New paper on PLOS Computational Biology
GPUs are basically multi-core co-processors performing vectorial computation applying the so-called SIMD paradigm, i.e., the[…]
New paper on Scientific Reports
Self-assembling peptides can be useful for clinical applications, for instance as scaffolds based on beta-sheets[…]
Contact
Marco S. Nobile