Research output per year
Research output per year
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Dive into the research topics where Christos Pylianidis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Learning latent representations for operational nitrogen response rate prediction
Pylianidis, C. & Athanasiadis, I. N., 18 May 2022.Research output: Contribution to conference › Conference paper › Academic › peer-review
Open Access -
Simulation-assisted machine learning for operational digital twins
Pylianidis, C., Snow, V., Overweg, H., Osinga, S., Kean, J. & Athanasiadis, I. N., Feb 2022, In: Environmental Modelling and Software. 148, 105274.Research output: Contribution to journal › Article › Academic › peer-review
Open Access6 Citations (Scopus) -
Comparing machine learning metamodels of different scale for pasture nitrogen response rate prediction
Pylianidis, C., Snow, V., Overweg, H. C. & Athanasiadis, I. N., Apr 2021.Research output: Contribution to conference › Abstract
Open Access -
Introducing digital twins to agriculture
Pylianidis, C., Osinga, S. & Athanasiadis, I. N., 2021, In: Computers and Electronics in Agriculture. 184, 105942.Research output: Contribution to journal › Article › Academic › peer-review
Open Access95 Citations (Scopus) -
Location-specific vs location-agnostic machine learning metamodels for predicting pasture nitrogen response rate
Pylianidis, C., Snow, V., Holzworth, D., Bryant, J. & Athanasiadis, I. N., 25 Feb 2021, Pattern Recognition. ICPR International Workshops and Challenges. : ICPR 2021. del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Cham: Springer, Vol. 12666. p. 45-54 (Lecture Notes in Computer Science (LNCS); vol. 12666).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
1 Citation (Scopus)
Datasets
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Sample data for "Machine learning for large-scale forecasting"
Paudel, D. (Creator), Boogaard, H. (Creator), de Wit, A. (Creator), Janssen, S. (Creator), Osinga, S. (Creator), Pylianidis, C. (Creator) & Athanasiadis, I. (Creator), Wageningen University & Research, 4 Jan 2021
Dataset
Activities
- 2 Oral presentation
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Machine learning surrogates for crop models
Christos Pylianidis (Speaker), Frits van Evert (Contributor), Bernardo Maestrini (Contributor), Sjoukje Osinga (Contributor), Dilli Paudel (Contributor) & Ioannis Athanasiadis (Contributor)
14 Sep 2020 → 18 Sep 2020Activity: Talk or presentation › Oral presentation › Academic
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Introducing digital twins to agriculture
Christos Pylianidis (Speaker), Ioannis Athanasiadis (Contributor) & Sjoukje Osinga (Contributor)
14 Sep 2020 → 18 Sep 2020Activity: Talk or presentation › Oral presentation › Academic
Projects
- 1 Active