| A heuristic approach to handling missing data in biologics manufacturing databases | 2019 | Mante, J., Gangadharan, N., Sewell, D. J., Turner, R., Field, R., Oliver, S. G., . . . Dikicioglu, D. | Bioprocesses and Biosystems Engineering | 42 (4) | 657-663 | B3 Biological process analysis, D3 Performance monitoring | DOI | 
					
							| A micro reactor for the study of biotransformations by a cross-linked gamma-lactamase enzyme | 2009 | Hickey AM, Ngamsom B, Wiles C, Greenway GM, Watts P and Littlechild JA |  | 4(4) | 510-516 | B3 Biological process analysis, B4 Microreactors and flow chemistry | DOI | 
					
							| Biofluid analysis and classification using IR and 2D-IR spectroscopy | 2021 | Rutherford Samantha H., Nordon Alison, Hunt Neil T., Baker Matthew J. | Chemometrics and Intelligent Laboratory Systems | 217 | 104408 | B3 Biological process analysis | DOI | 
					
							| Biomass composition: the “elephant in the room” of metabolic modelling | 2015 | Dikicioglu Duygu, Kirdar Betul, Oliver Stephen G. | Metabolomics | 11 | 1690-1701 | B3 Biological process analysis, D2 Multi-block, predictive and multi-scale modelling methods | DOI | 
					
							| CamOptimus: a tool for exploiting complex adaptive evolution to optimize experiments and processes in biotechnology | 2017 | Cankorur-Cetinkaya Ayca, Dias Joao M. L., Kludas Jana, Slater Nigel K. H., Rousu Juho, Oliver Stephen G., Dikicioglu Duygu | Microbiology | 163 | 829-839 | B3 Biological process analysis, D3 Performance monitoring | DOI | 
					
							| CLUSTERnGO: a user-defined modelling platform for two-stage clustering of time-series data | 2016 | Fidaner Isik Baris, Cankorur-Cetinkaya Ayca, Dikicioglu Duygu, Kirdar Betul, Cemgil Ali Taylan, Oliver Stephen G. | Bioinformatics | 32 | 388-397 | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Combined shifted-excitation Raman difference spectroscopy and support vector regression for monitoring the algal production of complex polysaccarides | 2013 | Noack K, Eskofier B, Kiefer J, Dilk C, Bilow G, Schirmer M, Buchholz R, Leipertz A | Analyst | 138 | 5639-5646 | B3 Biological process analysis | DOI | 
					
							| Combining model structure identification and hybrid modelling for photo-production process predictive simulation and optimisation | 2020 | Zhang Dongda, Savage Thomas R., Cho Bovinille A. | Biotechnology and Bioengineering | 117 | 3356-3367 | B3 Biological process analysis | DOI | 
					
							| Comparison of physics-based and data-driven modelling techniques for dynamic optimisation of fed-batch bioprocesses | 2019 | Del Rio-Chanona Ehecatl Antonio, Ahmed Nur Rashid, Wagner Jonathan, Lu Yinghua, Zhang Dongda, Jing Keju | Biotechnology and Bioengineering | 116 | 2971-2982 | B3 Biological process analysis | DOI | 
					
							| Development of a gas-phase Raman instrument using a hollow core anti-resonant tubular fibre | 2021 | Brooks William S.M., Partridge Matthew, Davidson Ian A.K., Warren Charles, Rushton George, Large Joseph, Wharton Michael, Storey Jonathan, Wheeler Natalie V., Foster Michael J. | Journal of Raman Spectroscopy | 52 | 1772-1782 | B2 Monitoring of drying and powder blending, B3 Biological process analysis, B4 Microreactors and flow chemistry, B1 Reaction monitoring, A1. Non-invasive Raman spectrometry, A5. ATR-MIR spectrometry | DOI | 
					
							| Development of a high throughput screening tool for biotransformations utilising a thermophilic L-aminoacylase enzyme | 2010 | Ngamsom B, Hickey AM, Greenway GM, Littlechild JA, Watts P and Wiles C | J. Mol. Catal. B Enzym. | 63 | 81-86 | B3 Biological process analysis, B4 Microreactors and flow chemistry | DOI | 
					
							| Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes | 2018 | Bradford Eric, Schweidtmann Artur M., Zhang Dongda, Jing Keju, del Rio-Chanona Ehecatl Antonio | Computers & Chemical Engineering | 118 | 143-158 | B3 Biological process analysis | DOI | 
					
							| Dynamic modelling of the killing mechanism of action by virus-infected yeasts | 2019 | Sheppard Sean, Dikicioglu Duygu | Journal of The Royal Society Interface | 16 | 20190064 | B3 Biological process analysis, D1 Kinetic modelling | DOI | 
					
							| Dynamic Proteomic Profiling of Extra-Embryonic Endoderm Differentiation in Mouse Embryonic Stem Cells | 2015 | Mulvey Claire M., Schröter Christian, Gatto Laurent, Dikicioglu Duygu, Fidaner Isik Baris, Christoforou Andy, Deery Michael J., Cho Lily T. Y., Niakan Kathy K., Martinez-Arias Alfonso, Lilley Kathryn S. | STEM CELLS | 33 | 2712-2725 | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Extension of the yeast metabolic model to include iron metabolism and its use to estimate global levels of iron-recruiting enzyme abundance from cofactor requirements | 2019 | Dikicioglu Duygu, Oliver Stephen G. | Biotechnology and Bioengineering | 116 | 610-621 | D2 Multi-block, predictive and multi-scale modelling methods, B3 Biological process analysis | DOI | 
					
							| Extracellular acidity and oxygen availability conjointly control eukaryotic cell growth via modulation of cytoplasmic translation. | 2019 | Dikicioglu, D | Turkish Journal of Biochemistry |  |  | B3 Biological process analysis, C1 Multivariate data analysis | DOI | 
					
							| Fermentation process tracking through enhanced spectral calibration modeling | 2007 | Triadaphillou S, Martin E, Montague G, Nordon A, Jeffkins P and Stimpson S | Biotechnol. Bioeng. | 97 | 554-567 | B3 Biological process analysis, C2 Calibration transfer/model maintenance | DOI | 
					
							| Flux Balance Analysis of a Genome-Scale Yeast Model Constrained by Exometabolomic Data Allows Metabolic System Identification of Genetically Different Strains | 2007 | Cakir T., Efe C., Dikicioglu D., Hortacsu A., Kirdar B., Oliver S.G. | Biotechnology Progress | 23 | 320-326 | D2 Multi-block, predictive and multi-scale modelling methods, B3 Biological process analysis | DOI | 
					
							| Formal model of Parkinson’s disease neurons unveils possible causality links in the pathophysiology of the disease | 2020 | Nadal Morgane, Schierle Gabriele S. Kaminski, Dikicioglu Duygu |  |  |  | D1 Kinetic modelling, B3 Biological process analysis | DOI | 
					
							| Handling variability and incompleteness of biological data by flexible nets: a case study for Wilson disease | 2018 | Júlvez Jorge, Dikicioglu Duygu, Oliver Stephen G. | npj Systems Biology and Applications | 4 |  | B3 Biological process analysis, D1 Kinetic modelling | DOI | 
					
							| How yeast re-programmes its transcriptional profile in response to different nutrient impulses | 2011 | Dikicioglu Duygu, Karabekmez Erkan, Rash Bharat, Pir Pinar, Kirdar Betul, Oliver Stephen G | BMC Systems Biology | 5 | 148 | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Hybrid physics-based and data-driven modeling for bioprocess online simulation and optimization | 2019 | Zhang Dongda, Del Rio-Chanona Ehecatl Antonio, Petsagkourakis Panagiotis, Wagner Jonathan | Biotechnology and Bioengineering | 116 | 2919-2930 | B3 Biological process analysis | DOI | 
					
							| Improving the accuracy of flux balance analysis through the implementation of carbon availability constraints for intracellular reactions | 2019 | Lularevic M, Racher AJ, Jaques C, Kiparissides A | Biotechnology and BioEngineering | 116 | 2339-2352 | B3 Biological process analysis | DOI | 
					
							| In situ monitoring of the seed stage of a fermentation process using non-invasive NIR spectrometry | 2008 | Nordon A, Littlejohn D, Dann AS, Jeffkins PA, Richardson MD and Stimpson SL | Analyst | 5 | 660-666 | B3 Biological process analysis | DOI | 
					
							| Integration of Metabolic Modeling and Phenotypic Data in Evaluation and Improvement of Ethanol Production Using Respiration-Deficient Mutants of Saccharomyces cerevisiae | 2008 | Dikicioglu Duygu, Pir Pinar, Onsan Z. Ilsen, Ulgen Kutlu O., Kirdar Betul, Oliver Stephen G. | Applied and Environmental Microbiology | 74 | 5809-5816 | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Integration of Metabolic Modeling and Phenotypic Data in Evaluation and Improvement of Ethanol Production Using Respiration-Deficient Mutants of Saccharomyces cerevisiae | 2008 | Dikicioglu Duygu, Pir Pinar, Onsan Z. Ilsen, Ulgen Kutlu O., Kirdar Betul, Oliver Stephen G. | Applied and Environmental Microbiology | 74 | 5809-5816 | D2 Multi-block, predictive and multi-scale modelling methods, B3 Biological process analysis | DOI | 
					
							| Investigating the feasibility of mid infrared spectroscopy for monitoring an industrial de-racemization biotransformation process | 2012 | Gardner P, Arnold SA, Brown F, Carr R, Nordon A, Harvey LM and McNeil B. | Analytica Chimica Acta, | 779 | 50-55 | B3 Biological process analysis, A5. ATR-MIR spectrometry | DOI | 
					
							| Metabolic modeling to identify engineering targets forKomagataella phaffii: The effect of biomass composition on gene target identification | 2017 | Cankorur-Cetinkaya Ayca, Dikicioglu Duygu, Oliver Stephen G. | Biotechnology and Bioengineering | 114 | 2605-2615 | D2 Multi-block, predictive and multi-scale modelling methods, B3 Biological process analysis | DOI | 
					
							| Metabolic response to Parkinson's disease recapitulated by the haploinsufficient diploid yeast cells hemizygous for the adrenodoxin reductase gene | 2019 | Dikicioglu Duygu, Coxon James W. M. T., Oliver Stephen G. | Molecular Omics | 15 | 340-347 | B3 Biological process analysis, C1 Multivariate data analysis | DOI | 
					
							| Saccharomyces cerevisiae adapted to grow in the presence of low-dose rapamycin exhibit altered amino acid metabolism | 2018 | Dikicioglu Duygu, Dereli Eke Elif, Eraslan Serpil, Oliver Stephen G., Kirdar Betul | Cell Communication and Signaling | 16 |  | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Short- and long-term dynamic responses of the metabolic network and gene expression in yeast to a transient change in the nutrient environment | 2012 | Dikicioglu Duygu, Dunn Warwick B., Kell Douglas B., Kirdar Betul, Oliver Stephen G. | Molecular BioSystems | 8 | 1760 | C1 Multivariate data analysis, B3 Biological process analysis | DOI | 
					
							| Towards better understanding of an industrial cell factory investigating the feasibility of real-time metabolic flux analysis in Pichia pastoris | 2013 | Fazenda M, Dias J, Harvey L, Nordon A, Edrada-Ebel R, Littlejohn D and NcNeil B | Microbial Cell Factories | 12:51 |  | B3 Biological process analysis | DOI | 
					
							| Yeast cells with impaired drug resistance accumulate glycerol and glucose | 2014 | Dikicioglu, D., Oc, S., Rash, B. M., Dunn, W. B., Pir, P., Kell, D. B., . . . Oliver, S. G | Molecular Biosytems | 10 (1) | 93-102 | C1 Multivariate data analysis, B3 Biological process analysis | DOI |