Applied physics and complex systems

Interdisciplinary application of physics modelling and analysis methods (computational and experimental) to biology, medicine, environment, complex systems and cultural heritage

The research activity is focused in areas characterized by a strong interdisciplinarity: Biology and Medicine, Environmental Science, Cultural Heritage, Accelerator Physics and Complex Systems. The main experimental techniques range from electrophysiology to microscopy, nuclear magnetic resonance (NMR) and X-ray. Various mathematical models (deterministic, stochastic, network theory) are used to characterize biomedical, environmental, social and financial phenomena.

The groups are involved in several research projects at National (PRIN, private funding) and European level (H2020, ERA-NET) on issues of high social impact (genomics of cancer and aging, environmental impact of climate change and human activity, archaeometry, X-ray dosimetry and development of new detectors, algorithms for automated diagnosis).

The research is performed in cooperation with private companies (research & development, consulting), research centers and international universities (Brown University, Cambridge University, CNRS Marseille, ETH Zurich), National Institutes (CNR, INBB, INFN, SISSA).

People

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Keivan Amini

Research fellow

keywords: Statistical Learning, Reinforcement Learning, Physics of Complex Systems, Multidisciplinary Research
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Giuseppe Baldazzi

Associate Professor

keywords: Multi-Energy monochromatic beams Radiology, X and gamma radiation Detectors, X-ray Linear Absorption Coefficient,

Armando Bazzani

Associate Professor

keywords: Phisycs of complex systems, non linear dynamics, physics of the city, accelerator physics
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Federico Capoani

Research fellow

Teaching tutor

keywords: accelerator physics, nonlinear dynamics

Gianluca Carlini

PhD Student

keywords: Machine Learning, Deep Learning, AI, Computer Vision
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Natale Alberto Carrassi

Associate Professor

keywords: Data Assimilation, Dynamical Systems, Machine Learning
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Andrea Contin

Full Professor

keywords: deep inelastic scattering, nuclear and subnuclear experimental physics, astroparticle physics, hadron colliders,
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Lorenzo Dall'Olio

PhD Student

Teaching tutor

keywords: Machine Learning, Deep Learning, Manifold Learning, Artificial Intelligence, Photoplethysmography, Mielodisplastic
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Mirko Degli Esposti

Full Professor

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Francesco Durazzi

Junior assistant professor (fixed-term)

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Roberta Guerra

Assistant professor

keywords: coastal ocean, ocean pollution, sediment biogeochemistry, carbon cycle in continental margins, ocean acidification and
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Nico Lanconelli

Associate Professor

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Marco Lenci

Full Professor

keywords: dynamical systems, ergodic theory, infinite-measure dynamics, billiards, stochastic processes, random walks, anomalous

Alessandra Merlotti

Junior assistant professor (fixed-term)

keywords: Network theory, DNA structure, Hi-C data, Metagenomics, Oncohematological diseases
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Maria Pia Morigi

Associate Professor

keywords: Digital radiography, High energy electron beam dosimetry, X-ray Computed Tomography, Multispectral imaging, Cultural
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Daniel Remondini

Full Professor

keywords: Network Theory, Data Analysis, Systems Biology, Bioinformatics, Stochastic modelling, Biophysics, Artificial
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Serena Righi

Associate Professor

keywords: Environmental Impact Assessment, Life Cycle Assessment, Environmental radioactivity, Air pollution, Environmental
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Claudia Testa

Associate Professor

keywords: neuroimaging
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Roberto Zarrella

PhD Student

Research fellow

Teaching tutor

keywords: FOOT, Nuclear fragmentation, Data analysis