Research output per year
Research output per year
Personal profile
Research Overview
Dominik L. Michels is a faculty member within KAUST's Computer Science and Applied Mathematics programs. He is the Principal Investigator of the Computational Sciences Group at KAUST's Visual Computing Center. Professor Michels and his team develop efficient methods for the accurate simulation of natural phenomena, processes, and technical procedures to solve practically relevant problems in scientific and visual computing. In this context, his academic interests comprise algorithms, artificial intelligence, machine learning, mathematical modeling, numerical simulations, scientific and visual computing.
Key Research Areas
Computer Science, Applied Mathematics and Computational Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Mathematics and Natural Sciences, Ph.D., University of Bonn
2014
Award Date: Jan 1 2014
Computer Science, M.S., University of Bonn
2013
Award Date: Jan 1 2013
Computer Science, B.S., University of Bonn
2011
Award Date: Jan 1 2011
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Collaborations and top research areas from the last five years
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A Physically-inspired Approach to the Simulation of Plant Wilting
Maggioli, F., Klein, J., Hädrich, T., Rodolà, E., Pałubicki, W., Pirk, S. & Michels, D. L., Dec 10 2023, Proceedings - SIGGRAPH Asia 2023 Conference Papers, SA 2023. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 66. (Proceedings - SIGGRAPH Asia 2023 Conference Papers, SA 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations -
Comparative DFT Study of Small Anionic Silver and Copper Clusters: Evolution of Structure and Physicochemical Properties
Matulis, V. E., Ivashkevich, O. A., Lappo, D. D., Lyakhov, D. & Michels, D. L., Sep 18 2023, In: The Journal of Physical Chemistry C.Research output: Contribution to journal › Article › peer-review
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DFT Study of the NO Reduction Mechanism on Ag/γ-Al2O3 Catalysts
Ragoyja, E. G., Matulis, V. E., Ivashkevich, O. A., Lyakhov, D. & Michels, D. L., Apr 11 2023, In: The Journal of Physical Chemistry C.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Effect of the isotiazole adjuvants in combination with cisplatin in chemotherapy of neuroepithelial tumors: experimental results and modeling
Potkin, V., Pushkarchuk, A., Zamaro, A., Zhou, H., Kilin, S., Petkevich, S., Kolesnik, I., Michels, D. L., Lyakhov, D. A. & Kulchitsky, V. A., Dec 2023, In: Scientific Reports. 13, 1, 13624.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Helical surfaces with a constant ratio of principal curvatures
Liu, Y., Pirahmad, O., Wang, H., Michels, D. L. & Pottmann, H., Dec 2023, In: Beitrage zur Algebra und Geometrie. 64, 4, p. 1087-1105 19 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Mechanism of bubbles formation and anomalous phase separation in the CoNiP system
Panasyuk, M. I., Zubar, T. I., Usovich, T. I., Tishkevich, D. I., Kanafyev, O. D., Fedkin, V. A., Kotelnikova, A. N., Trukhanov, S. V., Michels, D. L., Lyakhov, D., Vershinina, T. N., Fedosyuk, V. M. & Trukhanov, A. V., Apr 10 2023, In: Scientific Reports. 13, 1Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Quantum Memory on 13C–13C Dimers in Diamond with NV Centers: Simulation by Quantum Chemistry Methods
Nizovtsev, A. P., Pushkarchuk, A. L., Kuten, S. A., Lyakhov, D., Michels, D. L., Gusev, A. S., Kargin, N. I. & Kilin, S. Y., Nov 2023, In: Journal of Applied Spectroscopy. 90, 5, p. 1000-1011 12 p.Research output: Contribution to journal › Article › peer-review
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Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation
Demchev, D., Sudakow, I., Khodos, A., Abramova, I., Lyakhov, D. & Michels, D. L., Feb 26 2023, In: Remote Sensing. 15, 5, p. 1298Research output: Contribution to journal › Article › peer-review
3 Scopus citations
Prizes
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AFCEA Academic Award (First Prize)
Michels, D. (Recipient), 2013
Prize: Award or Honor › Excellence Award
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Berlin-Brandenburg Academy of Sciences and Humanities Elected Member of AGYA
Michels, D. (Recipient), 2017
Prize: Award or Honor › Learned Society
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Bonn CS Master’s Award
Michels, D. (Recipient), 2013
Prize: Award or Honor › Early Career or Student Award
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Distinguished Paper Award with Vladimir P. Gerdt and Dmitry A. Lyakhov
Michels, D. (Recipient), 2017
Prize: Award or Honor › Best Article Award
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Elected Member of the London Mathematical Society
Michels, D. (Recipient), 2017
Prize: Award or Honor › Learned Society
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First Proctor & Gamble Faculty Award
Michels, D. (Recipient), 2017
Prize: Award or Honor › Innovation Award
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GI Distinguished Dissertation
Michels, D. (Recipient), 2014
Prize: Award or Honor › Early Career or Student Award
Press/Media
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Studies from King Abdullah University of Science and Technology (KAUST) in the Area of Machine Learning Described (Synthetic data at scale: a development model to efficiently leverage machine learning in agriculture)
Tester, M., Michels, D., Klein, J. & Waller, R.
09/27/24
1 item of Media coverage
Press/Media: Press / Media
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Getting to the root of the problem in tree digital twin models
07/27/23
1 item of Media coverage
Press/Media: Press / Media
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Getting to the root of the problem in tree digital twin models
07/27/23
1 item of Media coverage
Press/Media: Press / Media
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Environmental Modeling Research With Sören Pirk
06/7/22
1 item of Media coverage
Press/Media: Press / Media
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Computer simulation accurately predicts spread of wildfires
08/12/21
4 items of Media coverage
Press/Media: Press / Media