Short Bio
Hello 🤗.
My name is Peyman, a Ph.D. Fellow in Computational Engineering at the University of Stavanger within the Department of Energy Resources.
I am a member of the Decision and Data Analytics research group at the University of Stavanger. I consider myself fortunate to be under the guidance of Prof. Reidar Brumer Bratvold and Dr. Aojie Hong.
My main research focus centers around:
Decision Analysis (How to Make Good Decisions)
- Decision Quality
- Sequential Decision Making/Analytics
- Behavioral Challenges in Decision Making
Reinforcement Learnings
- Dynamic Programming/Approximate Dynamic Programming and Reinforcement Learning
- Q-Learning for finding the Optimal Policy in the American Option Pricing Problem.
Bayesian Optimization
- Stochastic Optimization using Bayesian Optimization.
Education
- PhD Fellow in Computational Engineering, University of Stavanger, 2021 - Present
- MSc in Computational Modeling and Applied Mathematics (non-degree), Technical University of Denmark, 2019-2020
- MSc in Reservoir Engineering, University of Stavanger, Norway, 2017-2019
- BSc in Reservoir Engineering, Petroleum University of Technology, Iran, 2011-2016