Evren Mert Turan
Om
I am in the Process Systems Engineering group, supervised by Assoc Prof Johannes Jäschke. The goal of my research is to develop methods for building and maintaining models such that they accurately describe the process / equipment state, and allow for the prediction of future process behavior. In doing so I will be combining operational data, first principles knowledge,system identification and machine learning.
Kompetanseord
Publikasjoner
2024
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Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty.
Journal of Process Control
Vitenskapelig artikkel
2023
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Turan, Evren Mert;
Lia, Maren Sofie;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2023)
Experimental validation of modifier adaptation and Gaussian processes for real time optimisation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2023)
A simple two-parameter steady-state detection algorithm: Concept and experimental validation.
Computer-aided chemical engineering
Vitenskapelig artikkel
2022
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Turan, Evren Mert;
Kannan, Rohit;
Jäschke, Johannes.
(2022)
Design of PID controllers using semi-infinite programming.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2022)
Designing neural network control policies under parametric uncertainty: A Koopman operator approach.
IFAC-PapersOnLine
Vitenskapelig artikkel
2021
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Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Multiple shooting for training neural differential equations on time series.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Turan, Evren Mert;
van Steen, Eric;
Möller, Klaus P..
(2021)
Comparison of mechanisms for the direct, gas phase, partial oxidation of methane to methanol.
Chemical Engineering Science (CES)
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Classification of undesirable events in oil well operation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tidsskriftspublikasjoner
-
Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty.
Journal of Process Control
Vitenskapelig artikkel
-
Turan, Evren Mert;
Lia, Maren Sofie;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2023)
Experimental validation of modifier adaptation and Gaussian processes for real time optimisation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2023)
A simple two-parameter steady-state detection algorithm: Concept and experimental validation.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Kannan, Rohit;
Jäschke, Johannes.
(2022)
Design of PID controllers using semi-infinite programming.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2022)
Designing neural network control policies under parametric uncertainty: A Koopman operator approach.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Multiple shooting for training neural differential equations on time series.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Turan, Evren Mert;
van Steen, Eric;
Möller, Klaus P..
(2021)
Comparison of mechanisms for the direct, gas phase, partial oxidation of methane to methanol.
Chemical Engineering Science (CES)
Vitenskapelig artikkel
Del av bok/rapport
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Classification of undesirable events in oil well operation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Formidling
2022
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes; Kannan, Rohit. (2022) Improved Bounding Methods for Semi-Infinite Programs . INFORMS Annual Meeting 2022-10-16 - 2022-10-19
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Multiple shooting for training neural differential equations on time series. American Control Conference 2022 2022-06-08 - 2022-06-10
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Online Steady and Transient State Detection using the Dickey-Fuller Test . 2022 AIChE Annual Meeting 2022-11-13 - 2022-11-18
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes; Kannan, Rohit. (2022) Tighter Lower Bounds for Semi-Infinite Programming Using Parametric Sensitivity Theory. 2022 AIChE Annual Meeting 2022-11-13 - 2022-11-18
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Neural network control policies for uncertain systems. Nordic Process Control Workshop 2022 2022-03-16 - 2022-03-18