???global.info.a_carregar???
I graduated in 2012 from the Dipartimento di Fisica, "La Sapienza," Università di Roma, specializing in Mathematical Physics. From November 2013 to November 2016, I was a PhD student at the Gran Sasso Science Institute (GSSI) in L'Aquila. I defended my PhD in July 2017, which was awarded by the Scuola Internazionale Superiore di Studi Avanzati (SISSA). Between December 2016 and May 2017, I was supported by INFN to complete my thesis. From June 2019 to April 2023, I worked as a Postdoctoral Researcher at the Instituto Superior Técnico (IST) in Lisbon, the Scuola Normale Superiore (SNS) in Pisa, and LUISS Guido Carli in Rome. During these periods, my main research areas included: Anosov maps, Discrete Hodge decompositions, Lattice gas models in nonequilibrium statistical mechanics, Hydrodynamics, Wavefunction physics. From June 2023 to February 2025, I worked in the HPC Department of CINECA, primarily as an HPC Data Engineer, where I prototyped, trained, and evaluated deep learning models for weather forecasting in a pilot project called "The AI General Circulation Model", aimed at developing an AI-based nowcasting service. Currently, I am an Assistant Professor (Professor Auxiliar) of Mathematics at the Departamento de Engenharia Informática e Sistemas de Informação of Universidade Lusófona. As a researcher, I am an integrated member of the Grupo de Física Matemática (GFM) at IST Lisbon, funded by the Fundação para a Ciência e Tecnologia (FCT) and a collaborator of COPELABS(ILIND, Universidade Lusófona), a research unit of Center of Technology and Systems (CTS). While I have resumed work on my previous research lines, I also aim to explore a new research direction in Statistical Learning Algorithms. In the past, at various times, I have worked as a high school teacher in both the public and private sectors.
Identification

Personal identification

Full name
Leonardo De Carlo

Citation names

  • Leonardo De Carlo

Author identifiers

Ciência ID
F61C-E35E-A701
Google Scholar ID
keyNQjsAAAAJ

Email addresses

  • leonardo_d3_carlo@protonmail.com (Personal)
  • ldcposta@gmail.com (Personal)

Telephones

Mobile phone
  • (+39) 3405345065 (Personal)

Addresses

  • via manzana 12, 31020, Bagnolo, San Pietro di Feletto, Italy (Personal)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Italian Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
English Advanced (C1) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Portuguese Upper intermediate (B2) Advanced (C1) Intermediate (B1) Advanced (C1) Intermediate (B1)
Education
Degree Classification
2013/11/01 - 2017/07/06
Concluded
Mathematics (Doctor of Philosophy)
Scuola Internazionale Superiore di Studi Avanzati, Italy

Gran Sasso Science Institute, Italy
"Microscopic and macroscopic perspectives on stationary nonequilibrium states" (THESIS/DISSERTATION)
2008/10/01 - 2012/09/20
Concluded
Fisica (Laurea Specialistica)
Università degli Studi di Roma La Sapienza Dipartimento di Fisica, Italy
"SINCRONIZZAZIONE IN MOTI CAOTICI" (THESIS/DISSERTATION)
Classe N.20/S Fisica
Affiliation

Science

Category
Host institution
Employer
2022/08/01 - 2023/04/30 Postdoc (Research) Libera Università Internazionale degli Studi Sociali Guido Carli, Italy
Libera Università Internazionale degli Studi Sociali Guido Carli, Italy
2021/07/15 - 2022/07/15 Postdoc (Research) Scuola Normale Superiore, Italy
Scuola Normale Superiore, Italy
2019/06/01 - 2021/03/31 Postdoc (Research) Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
2017/09/21 - 2017/12/31 Postdoc (Research) Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2025/02/01 - Current Assistant Professor (University Teacher) Universidade Lusófona de Humanidades e Tecnologias, Portugal
Universidade Lusófona de Humanidades e Tecnologias, Portugal

Other Careers

Category
Host institution
Employer
2023/06/15 - 2025/02/01 Técnico de Informática Grau 3 Nível 1 (Técnico de informática) Cineca, Italy
Cineca, Italy
Outputs

Publications

Conference paper
  1. De Carlo, Leonardo. "Geometrical Structures of the Instantaneous Current and Their Macroscopic Effects: Vortices and Perspectives in Non-gradient Models". Paper presented in From Particle Systems to Partial Differential Equations, 2020.
    Published
Journal article
  1. De Carlo, Leonardo; Wick, William D.. "On Magnetic Models in Wavefunction Ensembles". Entropy 25 4 (2023): 564. http://dx.doi.org/10.3390/e25040564.
    Published • 10.3390/e25040564
  2. De Carlo, Leonardo. "Hydrodynamic limit of an exclusion process with vorticity". Annales de l'Institut Henri Poincare (B) Probability and Statistics (2021):
    Accepted
  3. De Carlo, Leonardo; Gabrielli, Davide. "Gibbsian Stationary Non-equilibrium States". Journal of Statistical Physics 168 6 (2017): 1191-1222. http://dx.doi.org/10.1007/s10955-017-1852-5.
    10.1007/s10955-017-1852-5
  4. De Carlo, Leonardo; Gabrielli, Davide. "Totally Asymmetric Limit for Models of Heat Conduction". Journal of Statistical Physics 168 3 (2017): 508-534. http://dx.doi.org/10.1007/s10955-017-1823-x.
    10.1007/s10955-017-1823-x
  5. De Carlo, Leonardo; Gentile, Guido; Giuliani, Alessandro. "Construction of the Lyapunov Spectrum in a Chaotic System Displaying Phase Synchronization". Mathematical Physics, Analysis and Geometry 19 2 (2016): http://dx.doi.org/10.1007/s11040-016-9208-y.
    10.1007/s11040-016-9208-y
Preprint
  1. De Carlo, Leonardo. "On the choice of non-linear terms in blocking cat states by energy conservation". 2024. https://doi.org/10.48550/arXiv.2403.13699.
  2. De Carlo, Leonardo. "Can Schrödingerist Wavefunction Physics Explain Brownian Motion?: A One-Dimensional Heavy-and-Light Particles Model Exhibiting Brownian-Motion-Like Trajectories and Diffusion". 2024. https://doi.org/10.48550/arXiv.2412.08764.
Thesis / Dissertation
  1. "Microscopic and macroscopic perspectives on stationary nonequilibrium states". PhD, Scuola Internazionale Superiore di Studi Avanzati, 2017. https://arxiv.org/abs/1906.05763.
Activities

Event organisation

Event name
Type of event (Role)
Institution / Organization
2020/01/01 - 2021/03/31 Organization of local interacting particle systems Colloquium (2020 - 2021/03/31)
Meeting (Co-organisor)
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal

Consulting

Activity description Institution / Organization
2024/05/01 - Current Developing strategies of data anonymization Università degli Studi di Roma Tor Vergata, Italy

Università degli Studi di Bologna, Italy

Università degli Studi di Bergamo, Italy

Università degli Studi di Napoli Federico II Dipartimento di Economia Management e Istituzioni, Italy
2023/06/15 - Current Scaling training of Machine Learning models for companies and universities; Application of Data Anonymization strategy for companies and universities; Cineca, Italy
2023/06/15 - Current - Parallelizing the training of Deep Learning Models for weather predictions; ILLUMIA Spa, Italy

Centro Mediterraneo per i cambiamenti climatici(CMCC), Italy

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2025/02/01 - 2025/05/31 Teaching Linear Algebra in Bachelor of Informatics Engineering, Computer Science and Data Science Informatic Engineering, Computter Science , Data Science (Licenciatura) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2025/02/01 - 2025/05/31 Teaching "Probability and Statistics" to Bachelor students of Informatics Engineering Informatics Engineering (Licenciatura) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2022/09/20 - 2023/09/20 Teaching and tutoring students of Master in Economics and Finance for Analysis courses. Economics; Finance (Laurea Magistrale) Libera Università Internazionale degli Studi Sociali Guido Carli, Italy
2021/05/01 - 2021/05/31 Minicourse on diffusive interacting particle systems, May 2021 phd in mathematics (Dottorato di Ricerca) Scuola Normale Superiore, Italy
2020/09/01 - 2021/03/31 - Teaching Probability Theory exercise sessions to Master Students of Mathematics Mathematics (Mestrado) Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal