Ritratto di elena.agliari@uniroma1.it

Lunedì 14-15.30, su appuntamento

*Education*
2007: Ph.D. diploma in Physics at Department of Physics, University of Parma (Italy)
2004: Master Degree in Physics at Department of Physics, University of Parma (Italy)

*Qualification*
2018: National Scientific Qualification in Mathematical Physics (01/A4) as Associate Professor
2018: National Scientific Qualification in Theoretical Physics of Fundamental Interactions (02/A2) as Associate Professor
2013: National Scientific Qualification in Mathematical Physics (01/A4) as Associate Professor
2013: National Scientific Qualification in Theoretical Physics of Matter (02/B2) as Associate Professor

*Main Accademic Appointments*
2019 - present: Assistant Professor (RTD-B) at Mathematics Department, Sapienza University of Rome (Italy)
2015 - 2019: Research Fellow (RTD-A) at Mathematics Department, Sapienza University of Rome (Italy)
2014: Research guest at Mathematics Department, University of São Paulo (Brazil)
2014: Research fellowship at Physics Department, Sapienza University of Rome (Italy)
2010 - 2013: Researcher and local Coordinator for the project Dynamics and statistical mechanics of lymphocyte networks below the percolation threshold , within the MIUR program FIRB (Futuro In Ricerca) prot. RBFR08EKEV, at Physics Department, University of Parma (Italy)
2010: Fellowship from  Fondazione Angelo della Riccia  , at Laboratoire de Physique Théorique de la Matière Condensée, Université Pierre et Marie Curie, Paris (France) 
2008: Fellowship from Fondazione Angelo della Riccia , at Albert-Ludwigs-Universität, Freiburg (Germany)

*Main Teaching Appointments (since 2014)*
A.Y. 2019/20-2020/21, Models for Neural Networks at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2019/20-2020/21, Calculus and Biostatistics at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2018/19, Mathematical Models and Methods for the Environment at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2017/18, Mathematics for AI Reading Course for the PhD program in Mathematics, at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2017/18, Mathematical Models and Methods for the Environment at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2016/17, Mathematical Models and Methods for the Environment at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2015/16, Mathematical and Numerical Methods for Biology at University Sapienza of Rome (Italy) - Lecturer
A.Y. 2014/15, Mechanics and Thermodynamics at University Campus Bio-Medico of Rome (Italy) - Co-Lecturer
January 2015, Random Walks, diffusion and statistical mechanics at CIRM school for the Institut Henri Poincaré trimester on Disordered Systems, Random Spatial Processes and their Applications , Marseille (France) - Lecturer
December 2014, Modelling the complexity of the adaptive immune response for researchers and PhD students at Institut d Études Avancées IMERA, Marseille (France) - Lecturer

*Supervision of students (since 2010)*
7 PhD students
26 master-thesis students
7 bachelor-thesis students
7 stage students

*Editorial Board Membership*
2019 - present: Member of the Editorial Board of Physical Review Letters
2018 - present: Member of the Editorial Board of Frontiers in Physics.
2017 - present: Member of the Advisory Panel of Journal of Physics A: Mathematical and Theoretical.
2019: Invited Guest Editor (with A. Barra, M.A. Javarone, A. Pizzoferrato) for the Frontiers in Physics special issue "Social spreading: opinions, behaviours and strategies"
2018: Invited Guest Editor (with A. Barra, P. Sollich, L. Zdeborová) for the Journal of Physics A special issue "Machine Learning and Statistical Physics: Theory, Inspiration, Application"

*Grants as principal investigator*
2020 - Fondi Ateneo Sapienza to lead investigations on Mathematical methods and models for complex systems
2018 - Progetto Giovani GNFM (Gruppo Nazionale di Fisica Matematica) to lead investigations on Approcci rigorosi al Deep Learning
2016 - Progetto Giovani GNFM (Gruppo Nazionale di Fisica Matematica) to lead investigations on Statistical Mechanics of Deep Learning
2014 - Progetto Giovani from GNFM (Gruppo Nazionale di Fisica Matematica) to lead investigations on Molecular Parallel Processing: Rigorous results from Disordered Statistical Mechanics and Theory of Underpercolated Graphs
2012 - Fondi Ateneo University of Parma (academic scientific fundings - maximum rank)
2010/11 - Angelo della Riccia grant to lead investigations on Reaction-Diffusion processes with applications to immune networks
2010/13 - FIRB project Dynamics and statistical mechanics of lymphocyte networks below the percolation threshold in collaboration with Sapienza University of Rome
2007/8 - Angelo della Riccia grant to lead investigations on Coherent and Incoherent Dynamics on discrete structures

*Summary of Scientific Achievements*
Production_ Publications (ISI): 94 Scientific Book Chapters: 3 Referred Proceedings: 4
Impact_ Total Impact Factor: 294 Total Citations 1384 h-index: 20
Spreading_ Invited Seminars: 42 Invited lecturer for PhD programs: 3 Organized Int. Workshops: 5
[source: Scopus, March 2021]

A more detailed CV is available at http://elenaagliari.weebly.com

Insegnamento Codice Anno Corso - Frequentare
MODELLI DI RETI NEURALI 1031448 2021/2022 Matematica applicata
CALCOLO BIOSTATISTICA E METODI MATEMATICI E INFORMATICI IN BIOLOGIA 1041434 2021/2022 Scienze Biologiche
MODELLI DI RETI NEURALI 1031448 2020/2021 Matematica applicata
CALCOLO BIOSTATISTICA E METODI MATEMATICI E INFORMATICI IN BIOLOGIA 1041434 2020/2021 Scienze Biologiche
MODELLI DI RETI NEURALI 1031448 2019/2020 Matematica per le applicazioni
CALCOLO BIOSTATISTICA E METODI MATEMATICI E INFORMATICI IN BIOLOGIA 1041434 2019/2020 Scienze Biologiche
METODI E MODELLI MATEMATICI PER L'AMBIENTE 1047954 2018/2019 Monitoraggio e Riqualificazione Ambientale
METODI E MODELLI MATEMATICI PER L'AMBIENTE 1047954 2017/2018 Monitoraggio e Riqualificazione Ambientale
CALCOLO BIOSTATISTICA E METODI MATEMATICI E INFORMATICI IN BIOLOGIA 1041434 2017/2018 Scienze Biologiche
METODI E MODELLI MATEMATICI PER L'AMBIENTE 1047954 2016/2017 Monitoraggio e Riqualificazione Ambientale
Titolo Rivista Anno
Boltzmann machines as generalized hopfield networks: A review of recent results and outlooks ENTROPY 2021
Neural Networks with a Redundant Representation: Detecting the Undetectable PHYSICAL REVIEW LETTERS 2020
A statistical inference approach to reconstruct intercellular interactions in cell migration experiments SCIENCE ADVANCES 2020
Generalized Guerra’s interpolation schemes for dense associative neural networks NEURAL NETWORKS 2020
Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers SCIENTIFIC REPORTS 2020
Analysis of temporal correlation in heart rate variability through maximum entropy principle in a minimal pairwise glassy model SCIENTIFIC REPORTS 2020
Replica symmetry breaking in neural networks: A few steps toward rigorous results JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2020
Tolerance versus synaptic noise in dense associative memories THE EUROPEAN PHYSICAL JOURNAL PLUS 2020
Machine learning and statistical physics: preface JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2020
The relativistic Hopfield model with correlated patterns JOURNAL OF MATHEMATICAL PHYSICS 2020
Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones NEURAL NETWORKS 2019
Exact results for the first-passage properties in a class of fractal networks CHAOS 2019
Free energies of Boltzmann machines: self-averaging, annealed and replica symmetric approximations in the thermodynamic limit JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2019
The relativistic Hopfield network: Rigorous results JOURNAL OF MATHEMATICAL PHYSICS 2019
On the Marchenko-Pastur law in analog bipartite spin-glasses JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2019
Dreaming neural networks: Rigorous results JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2019
First encounters on combs PHYSICAL REVIEW. E 2019
Modeling ozone uptake by urban and peri-urban forest. A case study in the metropolitan city of Rome ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018
Complex reaction kinetics in chemistry: a unified picture suggested by mechanics in physics COMPLEXITY 2018
Social interaction effects on immigrant integration PALGRAVE COMMUNICATIONS 2018
Dipartimento
MATEMATICA
SSD

MAT/07