Tehreem Syed
Ms Tehreem Syed Msc
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Visiting address:
Barkhausen-Bau, BAR/E30 Helmholtzstraße 18
01069 Dresden
Research Interests
- Data Analytics
- Machine Learning
- Deep Learning
- Hybrid Modeling
Curriculum Vitae
Period | Activity |
---|---|
2021 (Present) | Doctoral Researcher TU Dresden - Chair of Process Control Systems and Process Systems Engineering |
2019- 2021 | Graduate Assistant at Inha University, South Korea |
2018-2019 | Internee at Gulam Ishaq khan Institue of Engineering Sciences and Technology (GIKI), Pakistan |
2013-2017 | Bachelor's in Electrical Engineering
UAJ&K, Muzaffarabad, Pakistan |
Publications
2024
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A review on machine learning approaches for microalgae cultivation systems , 10 Mar 2024, In: Computers in biology and medicine. 172, 108248Electronic (full-text) versionResearch output: Contribution to journal > Review article
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LSTM-based soft sensor for the prediction of microalgae growth , Jan 2024, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering. Elsevier Science B.V., p. 3145-3150, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
2023
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Improving Microalgae Growth Modeling of Outdoor Cultivation with Light History Data using Machine Learning Models: A Comparative Study , 15 Oct 2023, In: Bioresource Technology. 2023, 390, p. 1-11, 11 p., 129882Electronic (full-text) versionResearch output: Contribution to journal > Research article
2021
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Exploring Optimized Spiking Neural Network Architectures for Classification Tasks on Embedded Platforms , 7 May 2021, In: Sensors. 21, 9, 3240Electronic (full-text) versionResearch output: Contribution to journal > Research article