## ELENA

## AGLIARI

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 |

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