Peyman Kor | University of Stavanger

Contact

Location: KE E-326

Department

Faculty of Science and Technology

Department of Energy Resources

About me

I am a PhD Fellow in Computational Engineering at the University of Stavanger, in the Department of Energy Resources . I am a member of the Decision and Data Analytics reasearch group at the University of Stavanger. My current research is focused on:
Multi-Stage Learning and Decision Making - "What is the Optimal Time to Invest in New Technology?" , advised by Reidar Brumer Bratvold and Aojie Hong.
More generally, my research objectives emphasize on development and implementation of efficient and flexible optimization methods to identify the optimal decision sequence with the dynamic structure. Outside of research, I prioritize data science education.

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LinkedIn X (formerly Twitter)

Publications

Vitenskapelige publikasjoner

Kor, Peyman; Hong, Aojie; Bratvold, Reidar Brumer

(2024)

Reservoir Production Management With Bayesian Optimization: Achieving Robust Results in a Fraction of the Time.

SPE Journal.

ISSN 1086-055X.

Volum 29.

Hefte 2.

s.620-640.

DOI: 10.2118/217985-PA

Kor, Peyman; Bratvold, Reidar Brumer; Hong, Aojie

(2024)

Is Reinforcement Learning Good at American Option Valuation?.

Algorithms.

ISSN 1999-4893.

Volum 17.

Hefte 9.

DOI: 10.3390/a17090400

Kor, Peyman; Khorram Ghahfarokhi, Ali

(2017)

Characterization of asphaltene deposition process in flow loop apparatus; An experimental investigation and modeling approach.

Journal of Petroleum Science and Engineering.

ISSN 0920-4105.

Formidling

Kor, Peyman

(2021)

Machine Learning for Global Optimization of Black-box Functions..

Fall Distinguished Lecture;

2021-10-19.

Kor, Peyman

(2021)

Reinforcement Learning for Optimal Day-Ahead Electricity Trading with Battery Storage..

NordicAIMeet2021;

2021-11-01 - 2021-11-02.