Luca Dall'Asta

Luca Dall'Asta

Politecnico di Torino

H-index: 35

Europe-Italy

About Luca Dall'Asta

Luca Dall'Asta, With an exceptional h-index of 35 and a recent h-index of 20 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Statistical Physics, Combinatorial Optimization, Stochastic Processes, Game Theory, Statistical Inference.

His recent articles reflect a diverse array of research interests and contributions to the field:

Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference

Inference in conditioned dynamics through causality restoration

Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction

Sorting of multiple molecular species on cell membranes

Effects of membrane curvature on molecular sorting

Molecular sorting on a fluctuating membrane

Non-equilibrium statistical mechanics of endogenous fluctuations in systems of heterogeneous interacting agents

Epidemic inference through generative neural networks

Luca Dall'Asta Information

University

Position

___

Citations(all)

4533

Citations(since 2020)

1471

Cited By

3706

hIndex(all)

35

hIndex(since 2020)

20

i10Index(all)

54

i10Index(since 2020)

34

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

Luca Dall'Asta Skills & Research Interests

Statistical Physics

Combinatorial Optimization

Stochastic Processes

Game Theory

Statistical Inference

Top articles of Luca Dall'Asta

Title

Journal

Author(s)

Publication Date

Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference

arXiv preprint arXiv:2306.03829

Alfredo Braunstein

Giovanni Catania

Luca Dall'Asta

Matteo Mariani

Fabio Mazza

...

2023/6/6

Inference in conditioned dynamics through causality restoration

Scientific Reports

Alfredo Braunstein

Giovanni Catania

Luca Dall’Asta

Matteo Mariani

Anna Paola Muntoni

2023/5/5

Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction

arXiv preprint arXiv:2312.00910

Anna Paola Muntoni

Fabio Mazza

Alfredo Braunstein

Giovanni Catania

Luca Dall'Asta

2023/12/1

Sorting of multiple molecular species on cell membranes

Physical Review E

Andrea Piras

Elisa Floris

Luca Dall'Asta

Andrea Gamba

2023/8/3

Effects of membrane curvature on molecular sorting

Camilla Spreti

2023/7/28

Molecular sorting on a fluctuating membrane

Andrea Gamba

Luca Dall’Asta

Damiano Andreghetti

2023/7

Non-equilibrium statistical mechanics of endogenous fluctuations in systems of heterogeneous interacting agents

Sebastiano Messina

2022/7/29

Epidemic inference through generative neural networks

Indaco Biazzo

Alfredo Braunstein

Luca Dall'Asta

Fabio Mazza

2022/2/24

A Bayesian generative neural network framework for epidemic inference problems

Scientific Reports

Indaco Biazzo

Alfredo Braunstein

Luca Dall’Asta

Fabio Mazza

2022/11/16

Equitable Data Evaluation in Graph Machine Learning

Francesco Paolo Nerini

2022/10/28

Phase separation and critical size in molecular sorting

Physical Review E

Elisa Floris

Andrea Piras

Francesco Saverio Pezzicoli

Marco Zamparo

Luca Dall'Asta

...

2022/10/27

A density consistency approach to the inverse Ising problem

Journal of Statistical Mechanics: Theory and Experiment

Alfredo Braunstein

Giovanni Catania

Luca Dall’Asta

Anna Paola Muntoni

2021/3/30

Optimality in self-organized molecular sorting

Physical Review Letters

Marco Zamparo

Donatella Valdembri

Guido Serini

Igor V Kolokolov

Vladimir V Lebedev

...

2021/2/23

Physics of compartmentalization: How phase separation and signaling shape membrane and organelle identity

Elisa Floris

Andrea Piras

Luca Dall’Asta

Andrea Gamba

Emilio Hirsch

...

2021/1/1

Coordination problems on networks revisited: statics and dynamics

Journal of Statistical Mechanics: Theory and Experiment

Luca Dall’Asta

2021/11/11

Modeling the boundaries of social norms online

Sara De Candia

2021/10/26

Epidemic mitigation by statistical inference from contact tracing data

Proceedings of the National Academy of Sciences

Antoine Baker

Indaco Biazzo

Alfredo Braunstein

Giovanni Catania

Luca Dall’Asta

...

2021/8/10

A Statistical Physics approach to financial bubbles: Ising-like modeling of social imitation in an Agent-based multi-asset market

Davide Cividino

2020/10/23

Casualità, causalità e Machine Learning nel contenimento epidemico

Ithaca: Viaggio nella Scienza

Alfredo Braunstein

Luca Dall'Asta

Alessandro Ingrosso

2020/2/12

See List of Professors in Luca Dall'Asta University(Politecnico di Torino)

Co-Authors

H-index: 128
Alessandro Vespignani

Alessandro Vespignani

North Eastern University

H-index: 79
Alain Barrat

Alain Barrat

Aix-Marseille Université

H-index: 65
Ginestra Bianconi

Ginestra Bianconi

Queen Mary University of London

H-index: 55
Lenka Zdeborova

Lenka Zdeborova

École Polytechnique Fédérale de Lausanne

H-index: 54
Riccardo Zecchina

Riccardo Zecchina

Università Commerciale Luigi Bocconi

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