On average, the program enrolls 10-15 candidates per year. Research topics cover a wide range of AI and data science applications, with projects spanning machine learning in healthcare to data analysis for smart cities. Supervisors are assigned based on expertise and research interests.
-
NICOLA ALADRAH
Cycle 41
-
MICHELE ALESSI
Cycle 40
-
HANAN AWAD HASSAN ALI
Cycle 39
-
KENZA BENJELLOUN
Cycle 38
-
ANDREA BERTOLINI
Cycle 38
-
LORENZO CABRIEL
Cycle 40
-
STEFANO CAMPANELLA
Cycle 39
-
SARA CANDUSSIO
Cycle 40
-
LORENZO CARTA
Cycle 39
-
GIOVANNI CHIECO
Cycle 40
-
SARA COCOMELLO
Cycle 40
-
ALEX DAGRI
Cycle 41
-
PAOLO DALENA
Cycle 39
-
SANDRO JUNIOR DELLA ROVERE
Cycle 41
-
ALESSANDRO DELLA SIEGA
Cycle 41
-
DAVIDE DI VORA
Cycle 41
-
MOTOGNON WASTALAS D'ASSISE DOGBALOU
Cycle 39
-
ROMINA DOZ
Cycle 39
-
MICHEL EL SALIBY
Cycle 40
-
ADNAN ELAHI
Cycle 39
-
AMIN GINO FABBRUCCI BARBAGLI
Cycle 38
-
SOLAFA ELHAJ MOHAMMED ALI FADLALLAH
Cycle 41
-
RAFAEL FIGUEIRA GONCALVES
Cycle 41
-
MATTEO GALLO
Cycle 40
-
GIORGIA GANDOLFI
Cycle 39
-
YURI GARDINAZZI
Cycle 39
-
VIRGINIA ANNA GAZZIERO
Cycle 39
-
EDOARDO INSAGHI
Cycle 41
-
AHMADALI JAMALI
Cycle 40
-
ZEVICK OTIENO JUMA
Cycle 39
-
FREDERICO JOSÉ JÁCOME DE BRITO SANTOS
Cycle 40
-
LIONEL RANDALL KHARKRANG
Cycle 39
-
ERISELD KRASNIQI
Cycle 39
-
WEIWEI LIU
Cycle 39
-
ALBERTO LUVISUTTO
Cycle 38
-
PIERLUIGI MASAI
Cycle 39
-
MICHELE MATTEUCCI
Cycle 40
-
FRANCESCO ORTU
Cycle 40
-
ISAC PASIANOTTO
Cycle 40
-
NICHOLAS ANDREA PEARSON
Cycle 39
-
LUCA PELLIZZONI
Cycle 38
The new governance of Public administration in the age of artificial intelligence
Supervisor:
DOMENICO DE STEFANO
ANDREA CRISMANI
-
MARCO PERIS
Cycle 41
-
ROGERIO PIGNELLI
Cycle 41
-
MARIA PRONESTÌ
Cycle 41
-
DAMIANO RAVALICO
Cycle 39
-
ELENA RIVAROLI
Cycle 40
-
AZAD SADR HAGHIGHI
Cycle 39
-
BERFIN SAKALLIOGLU
Cycle 40
-
MAURICIO SALGUERO GASPAR
Cycle 39
-
SHAYAN SHARIFI
Cycle 41
-
ANDREA SODOMACO
Cycle 41
-
CARLOS ENMANUEL SOTO LÓPEZ
Cycle 39
-
SHEIKH BADAR UD DIN TAHIR
Cycle 39
-
KEN TANAKA HERNANDEZ
Cycle 39
-
DAVIDE TESTA
Cycle 41
-
FRANCESCO TOMBA
Cycle 39
-
TERESA TONELLI
Cycle 39
-
NICCOLÒ TOSATO
Cycle 39
-
DAVIDE TUGNOLI
Cycle 40
-
FULVIO VASCOTTO
Cycle 39
-
GIULIA ZAMAGNI
Cycle 39
-
DAVIDE ZENNARO
Cycle 41
-
TOMISLAV ŠUBIĆ
Cycle 37
Training-Inference Resource Trade-offs for Sustainable AI Deployment
Supervisor:
STEFANO COZZINI
-
ALICE ANTONELLO
Cycle 37
Timing the onset of therapy resistance after Allo-HSCT in AML using Bayesian inference
Supervisor:
GIULIO CARAVAGNA
RICCARDO BERGAMIN
Academic sector:
Settore INF/01 - Informatica
-
LEONARDO ARRIGHI
Cycle 38
Towards End-to-End Explainability in Food Science
Supervisor:
LUCA BORTOLUSSI
MICHELE SIMONATO
SYLVIO BARBON JUNIOR
Academic sector:
Settore INF/01 - Informatica
-
GIOVANNI BAJ
Cycle 37
Machine learning applications in cardiology
Supervisor:
ARJUNA SCAGNETTO
LUCA BORTOLUSSI
GIULIA BARBATI
Academic sector:
Settore INF/01 - Informatica
-
EMANUELE BALLARIN
Cycle 38
Representation learning for robust and adaptable artificial intelligence
Supervisor:
FABIO ANSELMI
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
FEDERICO BARONE
Cycle 37
From Sequences to Structures: Large Scale Protein Domain Classification by Density Peaks Clustering
Supervisor:
ALBERTO CAZZANIGA
ALESSIO ANSUINI
Academic sector:
Settore INF/01 - Informatica
-
LORENZO BASILE
Cycle 37
A Representation Learning Perspective on some Emergent Properties of Neural Networks
Supervisor:
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
DAVIDE BASSO
Cycle 38
Automating the Layout of Analog Circuits: A Machine Learning-Based Approach
Supervisor:
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
VALENTINA BLASONE
Cycle 38
Graph Neural Networks for High-Resolution Climate Projections
Supervisor:
ERIKA COPPOLA
GUIDO SANGUINETTI
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
LORENZO BONIN
Cycle 38
AI Techniques for Digital Twins: Methods and Applications in Complex Systems
Supervisor:
LUCA MANZONI
ANDREA DE LORENZO
-
ELENA BUSCAROLI
Cycle 38
Bayesian inference of lineage evolution and molecular profiling in cancer and gene therapy
Supervisor:
GIULIO CARAVAGNA
Academic sector:
Settore INF/01 - Informatica
-
FEDERICO JULIAN CAMEROTA VERDÙ
Cycle 37
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation
Supervisor:
LORENZO CASTELLI
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
MATHEUS CAMILO DA SILVA
Cycle 38
From Pipeline Optimization To Problem-oriented Automl: Advancing Clustering Automation
Supervisor:
ERIC MEDVET
SYLVIO BARBON JUNIOR
Academic sector:
Settore INF/01 - Informatica
-
LEA ANNA COZZUCOLI
Cycle 38
Statistical modeling approaches for uncertainty reduction
Supervisor:
ANDREA TRACOGNA
FRANCESCO PAULI
ANGELOS ALEXOPOULOS
-
UMBERTO DI LAUDO
Cycle 38
MACHINE LEARNING FOR AUTOMATED RECOGNITION OF SEABED MORPHOLOGIES
Supervisor:
LUCA MANZONI
SILVIA CERAMICOLA
Academic sector:
Settore INF/01 - Informatica
-
IRENE FERFOGLIA
Cycle 38
Interpretable Time Series Classification via Temporal Logic Embeddings
Supervisor:
LAURA NENZI
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
LEONARDO GALLIANO
Cycle 38
Advanced simulation algorithms for amorphous materials: from enhanced sampling to structural optimisation
Supervisor:
DANIELE COSLOVICH
LUDOVIC BERTHIER
Academic sector:
Settore FIS/03 - Fisica della Materia
-
SARA GEREMIA
Cycle 38
Methods for the analysis of complex group formation mechanisms in attributed networks
Supervisor:
DOMENICO DE STEFANO
MICHAEL FOP
Academic sector:
Settore SECS-S/05 - Statistica Sociale
-
ALBERTO GHEDIN
Cycle 38
DATA-DRIVE MODELS TO STUDY PHYTOPLANKTON DYNAMICS AND PHYSIOLOGY
Supervisor:
COSIMO SOLIDORO
LUCA MANZONI
VINKO BANDELJ
Academic sector:
Settore MAT/06 - Probabilita' e Statistica Matematica
-
FRANCESCO GIACOMARRA
Cycle 38
Reliable and Controllable Generative Modeling
Supervisor:
FRANCESCA CAIROLI
LUCA BORTOLUSSI
-
MAURO GIUFFRÈ
Cycle 38
VALIDATION OF GUIDELINE-ALIGNED LARGE LANGUAGE MODELS FOR SAFE CLINICAL DECISION MAKING IN DIGESTIVE DISEASES
Supervisor:
LUCA BORTOLUSSI
SAVERIA LORY CROCÈ
Academic sector:
Settore MED/12 - Gastroenterologia
-
EMANUELE GOSAMO
Cycle 37
Self-training and Context-Adaptive Prediction Models for Agronomic and Phytosanitary Risk
Supervisor:
FRANCESCO PAULI
Academic sector:
Settore SECS-S/01 - Statistica
-
LUIS GERARDO LEON VEGA
Cycle 37
SUSTAINABLE COMPUTING IN THE AI ERA: ENERGY PROFILING AND RECONFIGURABLE HIGH-PERFORMANCE COMPUTING
Supervisor:
STEFANO COZZINI
Academic sector:
Settore INF/01 - Informatica
-
ANDREA MECCHINA
Cycle 38
Advances in Cluster Analysis with Applications to Financial Risk Management
Supervisor:
NICOLA TORELLI
LUCA BORTOLUSSI
ALEJANDRO RODRIGUEZ GARCIA
Academic sector:
Settore INF/01 - Informatica
-
FABIO MOREA
Cycle 37
Community Detection in Complex Networks: limitations and novel approaches to enhance solution stability
Supervisor:
DOMENICO DE STEFANO
Academic sector:
Settore SECS-S/05 - Statistica Sociale
-
GIORGIA NADIZAR
Cycle 37
Towards Bio-Inspired Interpretable Embodied Artificial Intelligence
Supervisor:
ERIC MEDVET
STEFANO NICHELE
Academic sector:
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
-
LUCA PENNELLA
Cycle 38
Machine Learning and Cryptocurrency Markets: Methods and Evidence
Supervisor:
FRANCESCO BIASIOL
LETTERIO GALLETTA
NICOLA TORELLI
Academic sector:
Settore INF/01 - Informatica
-
GIOVANNI PINNA
Cycle 38
Applications of Large Language Models: Addressing Real-World Challenges
Supervisor:
ANDREA DE LORENZO
LUCA MANZONI
-
MILTON NICOLAS PLASENCIA PALACIOS
Cycle 38
Synthetic Tabular Data at the Intersection of AI and Privacy: A Formal Evaluation of Disclosure Risks and Protection Mechanisms
Supervisor:
LUCA BORTOLUSSI
SEBASTIANO SACCANI
Academic sector:
Settore INF/01 - Informatica
-
MICHELE RISPOLI
Cycle 38
Machine Learning Methods for Clinical Decision Support: an analysis based on COVID-19 Data
Supervisor:
ALBERTO D'ONOFRIO
LUCA MANZONI
Academic sector:
Settore INF/01 - Informatica
-
TOMMASO RODANI
Cycle 38
Reliable AI in Material Science: A FAIR-by-Design Path from Data to Services
Supervisor:
ALBERTO CAZZANIGA
STEFANO COZZINI
Academic sector:
Settore INF/01 - Informatica
-
LUIGI ROVITO
Cycle 37
Genetic Programming Across Domains: Leveraging Evolutionary Computation to Address Practical Problems
Supervisor:
ANDREA DE LORENZO
Academic sector:
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
-
GIOVANNI SANTACATTERINA
Cycle 38
Bayesian and computational modelling for evolutionary cancer dynamics: from coarse dynamics to single-cell resolution
Supervisor:
GIULIO CARAVAGNA
LEONARDO EGIDI
Academic sector:
Settore INF/01 - Informatica
-
DAVIDE SCASSOLA
Cycle 38
Towards Flexible and Expressive Generative Models for Tabular and Relational Data
Supervisor:
SEBASTIANO SACCANI
LUCA BORTOLUSSI
Academic sector:
Settore INF/01 - Informatica
-
ARIANNA TASCIOTTI
Cycle 37
Superspreading dynamics in epidemics: a deep learning and Bayesian inference framework for detection and characterization
Supervisor:
GIULIO CARAVAGNA
FEDERICA DE DEA
ALBERTO D'ONOFRIO
Academic sector:
Settore INF/01 - Informatica
-
LUCREZIA VALERIANI
Cycle 38
Computational modelling of the interplay between genetic and epigenetic in tumour evolution
Supervisor:
GIULIO CARAVAGNA
ALBERTO CAZZANIGA
Academic sector:
Settore INF/01 - Informatica
-
ILARIA VASCOTTO
Cycle 38
Enhancing Trustworthiness via Explanation Robustness and Aggregations
Supervisor:
LUCA BORTOLUSSI
ALEJANDRO RODRIGUEZ GARCIA
ALESSANDRO BONAITA
Academic sector:
Settore INF/01 - Informatica
-
EDITH NATALIA VILLEGAS GARCIA
Cycle 38
Protein Language Models: Interpretability and Applications
Supervisor:
ALESSIO ANSUINI
Academic sector:
Settore INF/01 - Informatica