Kouroudis, Ioannis

Technical University of Munich

Associate Professorship of Simulation of Nanosystems for Energy Conversion (Prof. Gagliardi)

Hans-Piloty-Str. 1(5901)/III
85748 Garching b. München

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Winter term 2024/25

Course no.	Title	Dates	Duration	Type	Lecturer (assistant)
0000002599	Computational Materials Design		5	VI	A. Gagliardi [L] I. Kouroudis
0000004031	Seminar Quantum Engineering and Machine Learning		2	HS	C. Jirauschek A. Gagliardi

MA: Master Thesis, BA: Bachelor Thesis, DA: Diploma Thesis,
FP: Forschungspraxis, IP: Ingenieurpraxis

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Kouroudis, Ioannis; Tanko, Kenedy Tabah; Karimipour, Masoud; Ali, Aziz Ben; Kumar, D. Kishore; Sudhakar, Vediappan; Gupta, Ritesh Kant; Visoly-Fisher, Iris; Lira-Cantu, Monica; Gagliardi, Alessio: Artificial Intelligence-Based, Wavelet-Aided Prediction of Long-Term Outdoor Performance of Perovskite Solar Cells. ACS Energy Letters 9 (4), 2024, 1581-1586 more… BibTeX Full text ( DOI )
Kouroudis, Ioannis; Tanko, Kenedy Tabah; Karimipour, Masoud; Ali, Aziz Ben; Kumar, D. Kishore; Sudhakar, Vediappan; Gupta, Ritesh Kant; Visoly-Fisher, Iris; Lira-Cantu, Monica; Gagliardi, Alessio: Artificial Intelligence-Based, Wavelet-Aided Prediction of Long-Term Outdoor Performance of Perovskite Solar Cells. ACS Energy Letters 9 (4), 2024, 1581-1586 more… BibTeX Full text ( DOI )

Harth, M.; Vesce, L.; Kouroudis, I.; Stefanelli, M.; Di Carlo, A.; Gagliardi, A.: Optoelectronic perovskite film characterization via machine vision. Solar Energy 262, 2023, 111840 more… BibTeX Full text ( DOI )
Kouroudis, Ioannis; Gößwein, Manuel; Gagliardi, Alessio: Utilizing Data-Driven Optimization to Automate the Parametrization of Kinetic Monte Carlo Models. The Journal of Physical Chemistry A 127 (28), 2023, 5967-5978 more… BibTeX Full text ( DOI )
Lampe, Carola; Kouroudis, Ioannis; Harth, Milan; Martin, Stefan; Gagliardi, Alessio; Urban, Alexander S.: Rapid Data‐Efficient Optimization of Perovskite Nanocrystal Syntheses through Machine Learning Algorithm Fusion. Advanced Materials 35 (16), 2023 more… BibTeX Full text ( DOI )

F. Mayr, M. Harth, I. Kouroudis, M. Rinderle, A. Gagliardi: Machine Learning and Optoelectronic Materials Discovery: A Growing Synergy. The Journal of Physical Chemistry Letters 13 (8), 2022, 1940-1951 more… BibTeX Full text ( DOI )
I. Kouroudis, C. Lampe, M. Harth, A. Urban, A. Gagliardi: Automated Experiment Guiding of CsPbBr3 Perovskite Quantum Dots. The 23rd Sde Boker Symposium on Solar Electricity Production, 2022September 5 – 7, 2022 more… BibTeX
M. Harth, I. Kouroudis, L. Vesce, M. Stefanelli, A. Di Carlo, A. Gagliardi: Machine vision based characterization of perovskite thin film properties. The 23rd Sde Boker Symposium on Solar Electricity Production, 2022September 5 – 7, 2022 more… BibTeX

Rickert, C.A.; Hayta, E.N.; Selle, D.M.; Kouroudis, I.; Harth, M.; Gagliardi, A.; Lieleg, O.: Machine Learning Approach to Analyze the Surface Properties of Biological Materials. ACS Biomater. Sci. Eng. 7, 9, 4614–4625 2021-08, 2021 more… BibTeX Full text ( DOI )