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Konstantia Georgouli
Konstantia Georgouli
Verified email at llnl.gov
Title
Cited by
Cited by
Year
Continuous statistical modelling for rapid detection of adulteration of extra virgin olive oil using mid infrared and Raman spectroscopic data
K Georgouli, JM Del Rincon, A Koidis
Food Chemistry 217, 735-742, 2017
1442017
Comparison between proton transfer reaction mass spectrometry and near infrared spectroscopy for the authentication of Brazilian coffee: A preliminary chemometric study
PI Monteiro, JS Santos, VRA Brizola, CTP Deolindo, A Koot, ...
Food Control 91, 276-283, 2018
492018
Data augmentation in food science: Synthesising spectroscopic data of vegetable oils for performance enhancement
K Georgouli, MT Osorio, J Martinez Del Rincon, A Koidis
Journal of Chemometrics 32 (6), e3004, 2018
242018
Incremental model learning for spectroscopy-based food analysis
K Diaz-Chito, K Georgouli, A Koidis, JM Del Rincon
Chemometrics and Intelligent Laboratory Systems 167, 123-131, 2017
142017
Challenges in the Use of AI-Driven Non-Destructive Spectroscopic Tools for Rapid Food Analysis
W Jia, K Georgouli, J Martinez-Del Rincon, A Koidis
Foods 13 (6), 846, 2024
92024
Towards dynamic simulation of a whole cell model
JS Yeom, K Georgouli, R Blake, A Navid
Proceedings of the 12th ACM Conference on Bioinformatics, Computational …, 2021
32021
Multi-scale models of whole cells: progress and challenges
K Georgouli, JS Yeom, R Blake, A Navid
Frontiers in Cell and Developmental Biology 11, 1260507, 2023
22023
Continuous statistical modelling in characterisation of complex hydrocolloid mixtures using near infrared spectroscopy
K Georgouli, B Carrasco, D Vincke, JM Del Rincon, A Koidis, V Baeten, ...
Chemometrics and Intelligent Laboratory Systems 196, 103910, 2020
22020
DYAD: Locality-aware Data Management for accelerating Deep Learning Training
H Devarajan, I Lumsden, C Wang, K Georgouli, T Scogland, JS Yeom, ...
2024 IEEE 36th International Symposium on Computer Architecture and High …, 2024
2024
Generating Protein Structures for Pathway Discovery Using Deep Learning
K Georgouli, RR Stephany, JOB Tempkin, C Santiago, F Aydin, ...
Journal of Chemical Theory and Computation 20 (20), 8795-8806, 2024
2024
Enhancing exploration of protein orientational space through integration of ultra-coarse-grained models within the MuMMI
F Aydin, K Georgouli, L Pottier, TS Carpenter, T Oppelstrup, X Zhang, ...
Biophysical Journal 123 (3), 237a-238a, 2024
2024
Predicting membrane orientational states of RAS and RAS-RAF based on the lipid environment using deep learning
F Aydin, K Georgouli, G Dharuman, JN Glosli, TS Carpenter, ...
Biophysical Journal 122 (3), 506a, 2023
2023
Identifying Orientation-specific Lipid-protein Fingerprints using Deep Learning
F Aydin, K Georgouli, G Dharuman, JN Glosli, FC Lightstone, ...
arXiv preprint arXiv:2207.06630, 2022
2022
Emerging Patterns in the Continuum Representation of Protein-Lipid Fingerprints
K Georgouli, HI Ingólfsson, F Aydin, M Heimann, FC Lightstone, ...
arXiv preprint arXiv:2207.04333, 2022
2022
Instrument-Agnostic Rapid Spectroscopic Methods using Data Augmentation Techniques in Vegetable Oil Speciation
K Georgouli, J Martinez-del-Rincon, T Koidis
Eurofed Lipid Conference, 2018
2018
Novel Chemometrics for Food Analysis Using Vibrational Spectroscopic Techniques
K Georgouli
Queen's University Belfast. Faculty of Medicine, Health and Life Sciences, July, 2018
2018
Building generic, easily-updatable chemometric models with harmonisation and augmentation features: The case of FTIR vegetable oils classification
K Georgouli, K Diaz-Chito, J Martinez-del Rincon, A Koidis
Ιnternational Conference IMEKOFOODS (TC23): Metrology Promoting …, 2017
2017
Characterisation of hydrocolloids by vibrational spectroscopy and multivariate analysis
K Georgouli, D Vincke, B Carrasco, JM del Rincon, JAF Pierna, A Koidis, ...
Asian NIR Symposium 2016: 32nd NIR Forum, 2016
2016
Generating Data Augmented Spectroscopic Data For Performance Enhancement
K Georgouli, JM del Rincon, A Koidis
Chemometrics in Analytical Chemistry, 2016
2016
multivariate analysis
K Georgouli, D Vincke, B Carrasco, J Martinez del Rincon, ...
2016
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Articles 1–20