Kouroudis, Ioannis

Ioannis Kouroudis, M.Sc.

Technical University of Munich

Place of employment

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

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

Phone: +49 (89) 289 - 51221
Room: 5901.03.032
Homepage: https://www.ee.cit.tum.de/sne
ioannis.kouroudis@tum.de

Download vCard file from TUMonline

Google Scholar & ORCID ID

Google Scholar
ORCID ID

Supervising & Tutoring

Teaching

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

A. Gagliardi [L]
I. Kouroudis

0000004031

2

HS

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

Publications

Suche

Kein Ergebnis

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2024

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 mehr… BibTeX Volltext ( 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 mehr… BibTeX Volltext ( DOI )

2023

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 mehr… BibTeX Volltext ( 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 mehr… BibTeX Volltext ( 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 mehr… BibTeX Volltext ( DOI )

2022

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 mehr… BibTeX Volltext ( 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 mehr… 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 mehr… BibTeX

2021

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 mehr… BibTeX Volltext ( DOI )