The Stability of Max-Flow for Circular Reeb Graphs (with S. Oudot) [In preparation]

A Stable Metric for Functional Summaries of Persistence Diagrams [In preparation]

Deciphering the Topological Structure of Glasses for Lithium Batteries using Reeb Graphs (with Y. Bokor Bleile, T. Heiss, A.M. Svane, L. Fajstrup, C.N. Biscio) [In  preparation]

Persistence Diagrams for exploring the shape variability of abdominal aortic aneurysms (with D. A. Domanin, S. Trimarchi, M. Domanin and  P. Secchi) [arXiv:2402.07966]

Sliced Max-Flow for Circular Mapper Graphs (with L. Fajstrup) [arXiv:2312.04357]

Wasserstein Distributional Data Analysis on the Circle (with M. Beraha) [arXiv:2304.02402]

A Persistence-Driven Edit Distance for Graphs with Abstract Weights,  [arXiv:2304.12088]

A Graph-Matching Formulation of the Interleaving Distance between Merge Trees,  [arXiv:2111.15531]

Functional Data Representation with Merge Trees (with P. Secchi),  [arXiv:2108.13147 ]

A Locally Stable Edit distance for Merge Trees,  [arXiv:2111.02738]

A Locally Stable Edit distance for Functions Defined on Merge Trees,  [arXiv:2108.13108 ]

Imaging-based representation and stratification of intra-tumor Heterogeneity via tree-edit distance (with L. Cavinato, A. Ragni and F. Ieva), (2022) Scientific Reports, 12 (1), (22540) [link,  arXiv:2208.04829]

Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric (with M. Beraha ), (2022) Journal of Machine Learning Research, 23 (37) [link, arXiv:2101.09039 ]

Spatially dependent mixture models via the Logistic Multivariate CAR prior (with M. Beraha, R. Peli and A. Guglielmi), (2021) Spatial Statistics, 46, Article 100548 [link, arXiv:2007.14961] 

Functional Data Representation with Merge Trees (with P. Secchi), [ IFCS2021] 

Fast PCA in 1-D Wasserstein spaces via B-splines representation and metric projection (with M. Beraha) [AAAI2021 ]

A transdimensional MCMC sampler for spatially dependent mixture models (with A. Guglielmi, M. Beraha, M. Giannella, R. Peli) [CLADAG 2021]

A Bayesian approach for modelling dependence among mixture densities (with M. Beraha, R. Peli and A. Guglielmi)  [SIS 2020]

Data Analysis with Merge Trees (2023, Università di Bologna, PhD Program:"Data Science and Computation")

Geometric Data Analysis, Between Equivalence Classes and non-Euclidean Spaces (2021, Politecnico di Milano, PhD Program:"Mathematical Models and Methods in Engineering")