Analysis of the ground-state energy eigenvalues of fractal quantum potentials
Alireza Hashemi and Amir Hossein Darooneh 2019 Phys. Scr. 94 115802
CV
Education
- B.S. in Physics, University of Zanjan, 2019
- Supervisors: Moladad Nikbakht, Amirhossein Darooneh
- M.S. in Physics, Sharif University of Technology, 2021
- Supervisor: Reza Ejtehadi
Work experience
- May 2020: Data Scientist
- blu bank
- Duties included: Fraud detection algorithms, behaviour analysis, image processing, social network analysis
- Fall 2019: Machine Learning Intern
- Rahnema College
- Courses included: Classic ML, Deep learning, recommender systems
Skills
- C++, Python, R, Matlab
- Social media data mining, NetworkX, graph-tool
- Keras and Pytorch, SciPy, Sklearn, Pandas, Parallel computing (OpenMP)
- SQL/NoSQL databases, Neo4j, Data visualization, LaTeX
Publications
Chaotic dynamics of active topological defects
Alireza Hashemi & Mohammad Reza Ejtehadi (2021) Chaotic dynamics of active topological defects, Soft Materials, DOI: 10.1080/1539445X.2021.1887222
Social distancing in pedestrian dynamics and its effect on disease spreading
Sina Sajjadi, Alireza Hashemi, and Fakhteh Ghanbarnejad, Phys. Rev. E 104, 014313
Visiting distant neighbors in graph convolutional networks
Hashemi, A., Makse, H.A. (2024). Visiting Distant Neighbors in Graph Convolutional Networks. ICT for Intelligent Systems. ICTIS 2024. Smart Innovation, Systems and Technologies, vol 403. Springer, https://doi.org/10.1007/978-981-97-5799-2_20
Talks
COVID-19 in Iran
Poster at NetSci 2020, Online
Social distancing in pedestrian dynamics
Presentation at Dynamics of biological systems 2020, Online
Effectiveness of social distancing through the lens of agent based modelling
Presentation at Complex Systems Society 2020, Online
Other
NTD Hackathon runner-up team (covered in NPR.org here)
TA for Physics 1, Analytical Mechanics 1&2 (Sep 2017), Electromagnetism (Sep 2018), Nonlinear Dynamics & Chaos (Sep 2020)
Translation of the book “Dark Matter & Dark Energy” by Brian Clegg to Farsi
23rd & 24th School on Physics, IASBS
Tehran School on Complex Networks (TACN2018), Shahid Beheshti University
References
Prof. Amir Hossein Darooneh, Department of Applied Mathematics, University of Waterloo
Prof. Mohammad Reza Ejtehadi, Department of Physics, Sharif University of Technology
Prof. Moladad Nikbakht, Department of Physics, University of Zanjan