Kouroudis, Ioannis

Technical University of Munich

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

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

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ORCID ID

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 M. Haider Í. Iribarren Aguirre M. Harth J. Stowasser I. Kouroudis M. Schreiber .‑. Poonam L. Seitner M. Rinderle G. A. Siddiqui Ö. Asirim S. Wang Y. Yuan

Course no.

Title

Dates

Duration

Type

Lecturer (assistant)

0000002599

5

VI

0000004031

2

HS

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 )