Preprints
With Sayan Mukherjee
From the discrete to the continuous, from simplicial complexes to Riemannian manifolds, Approximating flows and cuts on manifolds by discrete versions; submitted in "Surveys in Differential Geometry of International Press/ Harvard University, Submission by invitation only)
With Juergen Jost (MPI MIS) and Dong Zhang (Beijing University)
Geometric Characterisation of Structural and Regular Equivalences in Undirected (Hyper)Graphs
With Nina Otter (Paris-Saclay University and INRIA)
Publications
Spectral Analysis/ Stochastic Process:
With Sayan Mukherjee,
Topology and Dynamics:
Fields, Communications in Mathematics and Statistics 2022
With Jürgen Jost
Discrete Geometry & Geometric Data Analysis:
Journal of Computers and Electrical Engineering 2025
With Elahe Karampour and Mohammad Reza Malek
Ollivier Ricci Curvature of Directed Hypergraphs, Nature Scientific Reports 2020
With Jürgen Jost,
Ricci Curvature of Random and Empirical Directed Hypernetworks, Applied Network Sciences 2020
With Wilmer Leal and Jürgen Jost
Edge-Based Analysis of Networks; Curvature of Graphs and Hypergraphs, Theory in Biosciences 2020
With Amir Farzam, Wilmer Leal, Areejit Samal, and Jürgen Jost
Curvature-based analysis of Directed Hypernetworks (Extended Abstract), The 8th International Conference on Complex Networks and their Applications, Lisbon, Portugal 2019
With Wilmer Leal and Jürgen Jost
Machine Learning:
With Dia Taha, James Chapman, Karel Devriendt and Guido Muntufar
PhD. Dissertation:
Topological and Geometric Methods with a View Toward Data Analysis, 2022
MSc Thesis (In Persian):
Topological Quantum Field Theory (TQFT)