Post-Doctoral Researcher at École Polytechnique - CREST
I am a postdoctoral researcher in Blockchain & B2B Platforms Chair at École Polytechnique, France. I received a Ph.D. in Computer Science from Université Paris-Saclay, France, in February 2022 with a thesis entitled “Visual Analytics for Monitoring and Exploration of Bitcoin Blockchain Data.” My research domains are data and visual analytics on blockchains, focusing on decentralized finance protocols.
Natkamon Tovanich, Rémy Cazabet. Pattern Analysis of Money Flow in the Bitcoin Blockchain. Proceedings of the 11th International Conference on Complex Networks and their Applications, ⟨arXiv:2207.07315⟩
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg. The Evolution of Mining pools and Miners’ Behaviors in the Bitcoin Blockchain. IEEE Transactions on Network and Service Management,⟨10.1109/TNSM.2022.3159004⟩.⟨hal-03610424⟩
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg. MiningVis: Visual Analytics of the Bitcoin Mining Economy. IEEE Transactions on Visualization and Computer Graphics, 2021. ⟨1109/TVCG.2021.3114821⟩.⟨hal-03348145⟩
Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg. Visualization of Blockchain Data: A Systematic Review. IEEE Transactions on Visualization and Computer Graphics, 2019. ⟨1109/TVCG.2019.2963018⟩. ⟨hal-02426339⟩
Blockchain Advanced Program for Banking and Capital Markets Activities – École Polytechnique Executive Education (2022)
Visual Analytics – M2 Big Data Management and Analytics, CentraleSupélec (2020, 2022)
Data Visualization – Master in Data Sciences and Business Analytics, CentraleSupélec & ESSEC Business School (2022)
Bitcoin Network and Machine Learning – M2 Financial Technology Data, Université Paris 1 Panthéon-Sorbonne(2023)
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