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Gizem Kuşoğlu Kaya

Observed names: Gizem Kusoglu, Gizem Kusoglu Kaya, Gizem Kuşoğlu
ORCID: 0000-0003-2825-0143
Observed ORCID: 0000-0003-2825-0143
OpenAlex ID: A5052023532
Investigation of the factors affecting reverse osmosis membrane performance using machine-learning techniques
2022 · Çağla Odabaşı, Pelin Dologlu, et al. · Computers & Chemical Engineering · 55
Physics-informed and data-driven modeling of an industrial wastewater treatment plant with actual validation
2024 · Ece Serenat Koksal, Tuse Asrav, et al. · Computers & Chemical Engineering · 45
Data Driven Leak Detection in a Real Heat Exchanger in an Oil Refinery
2023 · Aslı Yasmal, Gizem Kuşoğlu Kaya, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 20
Physics-informed Neural Network based Modeling of an Industrial Wastewater Treatment Unit
2023 · Tuse Asrav, Ece Serenat Koksal, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 8
Modeling of an Industrial Delayed Coker Unit
2023 · Anne Firstauthor, Tim B. Secondauthor, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 7
Machine Learning Analysis of the Feed Water Parameters Affecting Reverse Osmosis Membrane Operation
2021 · Çağla Odabaşi, Pelin Döloğlu, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 7
Deep Learning Based Soft Sensor to Predict Total Suspended Solids of Refinery Water Treatment Plant Using Real Process Data
2022 · Aycan Sapmaz, Sena Kurban, et al. · IFAC-PapersOnLine · 6
Data-Driven Forecasting for Anomaly Detection in a Compressor Unit
2024 · Aycan Sapmaz, Asli Yasmal, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 4
Exergy Analysis of Vacuum Distillation Unit
2021 · Sena Kurban, Gizem Kuşoğlu Kaya, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 4
Modeling Thermal Part of Sulfur Recovery Unit and Simulation Based Analysis of Effects of Air Temperature on Entire Plant
2018 · Oguzhan Dogru, Begum Guzel, et al. · International Journal of Petrochemistry and Research · 2
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Performance Monitoring via Disturbance Characterization in Refinery Control Loops
2017 · Gizem Kuşoğlu, Mehmet Yağcı · IFAC-PapersOnLine · 2
Machine learning assisted optimization of an industrial visbreaker plant
2026 · Melike Duvanoglu, Sena Kurban, et al. · Chemical Engineering and Processing - Process Intensification · 1
An Event-Based Continuous-Time MILP for Short-Term Crude Oil Scheduling
2023 · İrem Marttin, Sena Kurban, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 1
A New MILP Formulation for Scheduling of Crude Oil Operations
2022 · Pelin Dologlu, Sena Kurban, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 1
A Study of Spectral Envelope Method for Multi-Cause Diagnosis using Industrial Data
2021 · Gizem Kuşoğlu Kaya, Pelin Döloğlu, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 1
Equipment Digital Twin for Short-Horizon Forecasting and Residual-Based Anomaly Detection
2026 · Aslı Yasmal, Mustafa Oktay Samur, et al. · IFIP advances in information and communication technology
Future Forecasting of Dissolved Oxygen Concentration in Wastewater Treatment Plants using Deep Learning Techniques
2025 · Sena Kurban, Asli Yasmal, et al. · Systems and Control Transactions
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Machine Learning-Based Predictive Modeling of Conversion in an Industrial Visbreaker Unit
2025 · Melike Duvanoğlu, Sena Kurban, et al. · European Control Conference (ECC)
Machine Learning Based Modeling and Optimization of an Industrial Thermal Cracking Furnace
2024 · Melike Duvanoglu, Gizem Kuşoğlu Kaya, et al. · Computer-aided chemical engineering/Computer aided chemical engineering
Works count: 19
Citation count: 164
H-index: 6
I10-index: 3
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