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Dive into the research topics where Siamac Fazli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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ML-BRANES: Machine Learning-Assisted Design of Membranes for Wastewater Treatment, Desalination and Gas-Separation
Kostas, K. (PI), Fazli, S. (Co-PI) & Golman, B. (Co-PI)
2/4/25 → 12/31/27
Project: FDCRGP
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Design Optimization of Graphene-based materials and devices with computational and Machine Learning approaches (DOG-ML)
Fazli, S. (PI)
8/1/24 → 12/31/26
Project: Government
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AP19676488: Identification of new genetic variants associated with the development of diabetic kidney disease by whole exome sequencing
Sarria-Santamera, A. (PI), Atageldiyeva, K. (Other Faculty/Researcher), Gaipov, A. (Other Faculty/Researcher), Durmanova, A. (Other Faculty/Researcher), Taurbekova, B. (PhD student/Master degree holder), Sarsenov, R. (Other Faculty/Researcher), Fazli, S. (Other Faculty/Researcher), Ortega, M. A. (Other Faculty/Researcher) & Almawi, W. (Other Faculty/Researcher)
1/1/23 → 12/31/25
Project: Government
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In silico drug-discovery for molecular generation, drug-target affinity binding prediction and validation of drug-like molecules with machine learning
Fazli, S. (PI)
1/1/23 → 12/31/25
Project: Government
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Generative Machine Learning for Drug Discovery
Fazli, S. (PI), Molnar, F. (Other Faculty/Researcher), Zazybin, A. (Other Faculty/Researcher), Peshkov, V. (Other Faculty/Researcher), Zollanvari, A. (Other Faculty/Researcher) & Müller, K.-R. (Other Faculty/Researcher)
1/1/23 → 12/31/25
Project: FDCRGP
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Advancing Blood Sample Analysis: Incorporating Expert Opinions and Explainable AI in Multi-label Disease Prediction
Orynbay, S., Akanova, I., Turmakhan, D., Lim, N., Biessmann, F. & Fazli, S., 2026, Intelligent Systems and Applications - Proceedings of the 2025 Intelligent Systems Conference IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 130-146 17 p. (Lecture Notes in Networks and Systems; vol. 1660 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Advancing Activity Recognition with Multimodal Fusion and Transformer Techniques
Aidarova, S., Nurmakhan, T., Myrzakhan, R., Fazli, S. & Yazici, A., 2025, (Accepted/In press) In: IEEE Sensors Journal.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Cluster Analysis in Diabetes Research: A Systematic Review Enhanced by a Cross-Sectional Study
Taurbekova, B., Sarsenov, R., Yaqoob, M. M., Atageldiyeva, K., Semenova, Y., Fazli, S., Starodubov, A., Angalieva, A. & Sarria-Santamera, A., May 2025, In: Journal of Clinical Medicine. 14, 10, 3588.Research output: Contribution to journal › Review article › peer-review
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Determining the structure of functionalized graphene for tailored thermomechanical properties using ML techniques
Ashirmametov, R., Alpatov, A., Yousefi, F., Vafa, N., Fazli, S. & Kostas, K., Nov 14 2025, In: RSC Advances. 15, 52, p. 44423-44436Research output: Contribution to journal › Article › peer-review
Open Access -
Graphene-Based Membranes for Water Desalination and Gas Separation: A Review of Advances in Molecular Dynamics and Machine Learning Approaches
Vafa, N., Ashirmametov, R., Yousefi, F., Sunday, M. C., Uma-Oji, S., Hamed Mashhadzadeh, A., Kostas, K. & Fazli, S., Dec 4 2025, In: Journal of Molecular Liquids. 129092.Research output: Contribution to journal › Review article › peer-review