Classification of self-similar data according to Hurst exponent by classical and quantum machine learning Anahid Kiani Computational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 19 May 2023, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-icfn-osd
Data analysis with sinusoid of unknown amplitude in known Gaussian noise Mohammad Al-Akhras Computational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 25 April 2023, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
A Lecture on Quantum Machine Learning Narges Eghbali Computational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 18 April 2023, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
Super Resolution and Deep Learning in Satellite Imaging Omid Choopanian Computational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 4 April 2023, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
Accurate Characterization of the Stochastic Gravitational Wave Background With Pulsar Timing Arrays by Likelihood Reweighting Mohammad Al-AkhrasComputational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 17 February 2023, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
Persistence Homology of Cosmic Web Samira AslaniComputational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 25 December 2022, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
Homology Groups of Embedded Fractional Brownian Motion Hosein MasoomyComputational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 11 December 2022, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
Overview Topological Machine Learning (TML) is a newly-emerging branch of data science at the interface of Topological Data Analysis (TDA) and Machine Learning (ML). The last decade saw an enormous boost in the field of Computational Topology. Methods and concepts from Algebraic Topology, formerly confined to the realm of pure…
In the theory of general relativity, matter and energy can bend space-time and disturb it’s shape. So if an astrophysical or cosmic process involves periodic or sudden movement of a large amount of matter, in a non-symmetric manner, it can produce gravitational waves. There are many such processes: Binary mergers…
Derivation of the Hellings-Downs curve Follow up to: CCG 128 Mohammad Al-AkhrasComputational Cosmology Group, Department of Physics, Shahid Beheshti University Tuesday, 29 November 2022, 16:30 IRDT Conference room, 3rd floor, Physics department, Shahid Beheshti Universityhttps://meet.google.com/ven-avdb-boy
