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Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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1 – 10 of 423 publications

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Your filters: cql: keyword exact "machine learning"

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- Journal Article
- A1
- open access
Multivariate versus machine learning-based classification of rapid evaporative Ionisation mass spectrometry spectra towards industry based large-scale fish speciation

Marilyn De Graeve (UGent) , Nicholas Birse, Yunhe Hong, Christopher T. Elliott, Lieselot Hemeryck (UGent) and Lynn Vanhaecke (UGent)

(2023) FOOD CHEMISTRY. 404(Part B).
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- Journal Article
- A1
- open access
Toward an integrated machine learning model of a proteomics experiment

Benjamin A. Neely, Viktoria Dorfer, Lennart Martens (UGent) , Isabell Bludau, Robbin Bouwmeester (UGent) , Sven Degroeve (UGent) , Eric W. Deutsch, Siegfried Gessulat, Lukas Kaell, Pawel Palczynski, et al.

(2023) JOURNAL OF PROTEOME RESEARCH.
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- Journal Article
- A1
- open access
Machine learning on large-scale proteomics data identifies tissue and cell-type specific proteins

Tine Claeys (UGent) , Maxime Menu, Robbin Bouwmeester (UGent) , Kris Gevaert (UGent) and Lennart Martens (UGent)

(2023) JOURNAL OF PROTEOME RESEARCH. 22(4). p.1181-1192
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- Journal Article
- A1
- open access
Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Ganjour Mazaev (UGent) , Michael Weyns (UGent) , Filip Vancoillie, Guido Vaes, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) WATER SUPPLY. 23(1). p.162-178
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- Journal Article
- A1
- open access
ProteomicsML : an online platform for community-curated data sets and tutorials for machine learning in proteomics

Tobias G. Rehfeldt, Ralf Gabriels (UGent) , Robbin Bouwmeester (UGent) , Siegfried Gessulat, Benjamin A. Neely, Magnus Palmblad, Yasset Perez-Riverol, Tobias Schmidt, Juan Antonio Vizcaíno and Eric W. Deutsch

(2023) JOURNAL OF PROTEOME RESEARCH. 22(2). p.632-636
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- PhD Thesis
A model-based integrated approach to support the control of barley yellow dwarf virus in Flanders

Renik Van den Eynde (UGent)

(2023)
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Surrogate modeling of dissolution behavior toward efficient design of tablet manufacturing processes

Kensaku Matsunami (UGent) , Tomohiro Miura, Keita Yaginuma, Shuichi Tanabe, Sara Badr and Hirokazu Sugiyama

(2023) COMPUTERS & CHEMICAL ENGINEERING. 171.
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- PhD Thesis
- open access
A new Bayesian framework for the interpretation of geophysical data

Hadrien Michel (UGent)

(2023)
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- Journal Article
- A1
- open access
Numerical prediction of microstructure and hardness for low carbon steel wire Arc additive manufacturing components

Yong Ling (UGent) , Junyan Ni, Joachim Antonissen, Haithem Ben Hamouda, John Vande Voorde and Magd Abdel Wahab (UGent)

(2023) SIMULATION MODELLING PRACTICE AND THEORY. 122.
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- Journal Article
- A1
- open access
Physics-informed LSTM network for flexibility identification in evaporative cooling system

Manu Lahariya (UGent) , Karami Farzaneh (UGent) , Chris Develder (UGent) and Guillaume Crevecoeur (UGent)

(2023) IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 19(2). p.1484-1494

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