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Article

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2024) Neural knitworks : patched neural implicit representation networks. Pattern Recognition, 151. 110378. ISSN 0031-3203

Barhate, Yash and Boyle, Christopher and Salami, Hossein and Wu, Wei-Lee and Taherimakhsousi, Nina and Rabinowitz, Charlie and Bommarius, Andreas and Cardona, Javier and Nagy, Zoltan K. and Rousseau, Ronald and Grover, Martha (2024) OpenCrystalData : an open-access particle image database to facilitate learning, experimentation, and development of image analysis models for crystallization processes. Digital Chemical Engineering, 11. 100150. ISSN 2772-5081

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Cardona, Javier and Tachtatzis, Christos (2024) Multi-modal convolutional parameterisation network for guided image inverse problems. Journal of Imaging, 10 (3). 69. ISSN 2313-433X

Pickles, Thomas and Mustoe, Chantal and Boyle, Christopher and Cardona, Javier and Brown, Cameron J. and Florence, Alastair J. (2024) Developing a model-driven workflow for the digital design of small-scale batch cooling crystallisation with the antiviral lamivudine. CrystEngComm, 26 (6). pp. 822-834. ISSN 1466-8033

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342. Remote Sensing, 14 (24). 6324. ISSN 2072-4292

Sheridan, Rachel and Cardona, Javier and Tachtatzis, Christos and Chen, Yi-Chieh and Cleary, Alison and Briggs, Naomi E. B. and Florence, Alastair and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Sefcik, Jan (2022) Effect of oscillatory flow conditions on crystalliser fouling investigated through non-invasive imaging. Chemical Engineering Science, 252. 117188. ISSN 0009-2509

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Deep internal learning for inpainting of cloud-affected regions in satellite imagery. Remote Sensing, 14 (6). 1342. ISSN 2072-4292

Upadhyay, Priti and Czerkawski, Mikolaj and Davison, Christopher and Cardona, Javier and Macdonald, Malcolm and Andonovic, Ivan and Michie, Craig and Atkinson, Robert and Papadopoulou, Nikela and Nikas, Konstantinos and Tachtatzis, Christos (2022) A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data. Remote Sensing, 14 (5). 1120. ISSN 2072-4292

Ferreira, Carla and Cardona, Javier and Agimelen, Okpeafoh and Tachtatzis, Christos and Andonovic, Ivan and Sefcik, Jan and Chen, Yi-Chieh (2020) Quantification of particle size and concentration using in-line techniques and multivariate analysis. Powder Technology, 376. pp. 1-11. ISSN 0032-5910

Cardona, Javier and Jorge, Miguel and Lue, Leo (2020) Simple corrections for the static dielectric constant of liquid mixtures from model force fields. Physical Chemistry Chemical Physics, 22 (38). pp. 21741-21749. ISSN 1463-9084

Stamoulakatos, Anastasios and Cardona, Javier and McCaig, Chris and Murray, David and Filius, Hein and Atkinson, Robert and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Hamilton, Andrew and Hossain, Md. Moinul and Di Caterina, Gaetano and Tachtatzis, Christos (2020) Automatic annotation of subsea pipelines using deep learning. Sensors, 20 (3). 674. ISSN 1424-8220

Agimelen, Okpeafoh S. and Svoboda, Vaclav and Ahmed, Bilal and Cardona, Javier and Dziewierz, Jerzy and Brown, Cameron J. and McGlone, Thomas and Cleary, Alison and Tachtatzis, Christos and Michie, Craig and Florence, Alastair J. and Andonovic, Ivan and Mulholland, Anthony J. and Sefcik, Jan (2018) Multi-sensor inline measurements of crystal size and shape distributions during high shear wet milling of crystal slurries. Advanced Powder Technology, 29 (12). pp. 2987-2995. ISSN 1568-5527

Cardona, Javier and Ferreira, Carla and McGinty, John and Hamilton, Andrew and Agimelen, Okpeafoh S. and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos (2018) Image analysis framework with focus evaluation for in situ characterisation of particle size and shape attributes. Chemical Engineering Science, 191. pp. 208-231. ISSN 0009-2509

Neugebauer, Peter and Cardona, Javier and Besenhard, Maximilian O. and Peter, Anna and Gruber-Woelfler, Heidrun and Tachtatzis, Christos and Cleary, Alison and Andonovic, Ivan and Sefcik, Jan and Khinast, Johannes G. (2018) Crystal shape modification via cycles of growth and dissolution in a tubular crystallizer. Crystal Growth and Design, 18 (8). 4403–4415. ISSN 1528-7483

Cardona, Javier and Sweatman, Martin B. and Lue, Leo (2018) Molecular dynamics investigation of the influence of the hydrogen bond networks in ethanol/water mixtures on dielectric spectra. Journal of Physical Chemistry B, 122 (4). pp. 1505-1515. ISSN 1520-6106

Hannah, Stuart and Cardona, Javier and Lamprou, Dimitrios A. and Sutta, Pavol and Baran, Peter and Al Ruzaiqi, Afra and Johnston, Karen and Gleskova, Helena (2016) Interplay between vacuum-grown monolayers of alkyl phosphonic acids and the performance of organic transistors based on dinaphtho[2,3-b:2′,3′-f]thieno[3,2-b]thiophene. ACS Applied Materials and Interfaces, 8 (38). pp. 25405-25414. ISSN 1944-8252

Cardona, Javier and Fartaria, Rui and Sweatman, Martin B. and Lue, Leo (2016) Molecular dynamics simulations for the prediction of the dielectric spectra of alcohols, glycols, and monoethanolamine. Molecular Simulation, 42 (5). pp. 370-390. ISSN 1029-0435

Book Section

Cardona, Javier and Ferreira, Carla and Svoboda, Vaclav and Ahmed, Bilal and McGinty, John and Agimelen, Okpeafoh S. and Hamilton, Andrew and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Florence, Alastair J. and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos; Thorvald, Peter and Case, Keith, eds. (2018) The role of in-line image analysis in the transition to continuous manufacturing in the pharmaceutical industry. In: Advances in Manufacturing Technology XXXII. Advances in Transdisciplinary Engineering . IOS Press, SWE, pp. 27-32. ISBN 978-1-61499-901-0

Conference or Workshop Item

Sandhu, Parandeep and Boyle, Christopher and Tachtatzis, Christos and Cardona, Javier (2024) Multi-label classification of crystallisation outcomes from in-situ imaging. In: 2024 British Association for Crystal Growth Annual Conference, 2024-07-01 - 2024-07-03.

Moreno Flores, Irene and Lue, Leo and Cardona, Javier (2023) Understanding nucleation and oiling out through phase-field modelling. In: CMAC Open Days 2023, 2023-11-14 - 2023-11-16, Technology & Innovation Centre, 99 George Street.

Moreno Flores, Irene and Cardona, Javier (2023) Understanding solvent-induced phase transformations driven by anomalous mass transfer. In: CMAC Open Days 2023, 2023-11-14 - 2023-11-16, Technology & Innovation Centre, 99 George Street.

Moreno Flores, Irene and Cardona, Javier (2023) Understanding solvent-induced phase transformations driven by anomalous mass transfer. In: Research Celebration Day 2023 - Chemical and Process Engineering, 2023-10-20.

Sandhu, Parandeep and Tachtatzis, Christos and Boyle, Christopher and Cardona, Javier (2023) Data-driven approaches for the classification of crystallisation from in-line images. In: ISIC 2023, 2023-09-05 - 2023-09-08, University of Strathclyde.

Moreno, Irene and Lue, Leo and Cardona, Javier (2023) Understanding nucleation and oiling out through phase-field modelling. In: ISIC 2023, 2023-09-05 - 2023-09-08, University of Strathclyde.

Sandhu, Parandeep and Tachtatzis, Christos and Boyle, Christopher and Cardona, Javier (2023) Data-driven approaches for the classification of crystallisation outcomes from in-line images. In: CMAC Summer School, 2023-06-14 - 2023-06-16.

Moreno, Irene and McKechnie, David and Lue, Leo and Cardona, Javier (2023) Modelling diffusive mixing and phase transformations in an antisolvent crystallization system. In: 50th International Conference on Computer Coupling of Phase Diagrams and Thermochemistry, 2023-06-25 - 2023-09-30, Massachusetts Institute of Technology.

Moreno Flores, Irene and McKechnie, David and Lue, Leo and Cardona, Javier (2022) Unravelling anomalous mass transport in antisolvent crystallisation. In: Research Celebration Day 2022 - Chemical and Process Engineering, 2022-12-02 - 2022-12-02, University of Strathclyde.

Boyle, Christopher and Brown, Cameron and Sefcik, Jan and Cardona, Javier (2022) Improved particle characterisation from in-line PAT : comparison of deep learning and white-box methods. In: AIChE Annual Meeting 2022, 2022-11-13 - 2022-11-18, Phoenix Convention Center.

Moreno, Irene and McKechnie, David and Lue, Leo and Cardona, Javier (2022) Understanding the effect of diffusive mixing in antisolvent crystallisation. In: IXth Diffusion Fundamentals Conference, 2022-09-21 - 2022-09-24, Jagiellonian University.

McKechnie, D. and Moreno, I. and Tachtatzis, C. and Nordon, A. and Lue, L. and Cardona, J. (2022) Unravelling anomalous mass transport in miscible liquids. In: IXth Diffusion Fundamentals Conference, 2022-09-21 - 2022-09-24, Jagiellonian University.

Moreno, Irene and Boyle, Christopher and Ferreira, Carla and Chen, Yi-Chieh and Brown, Cameron and Tachtatzis, Christos and Andonovic, Ivan and Sefcik, Jan and Cardona, Javier (2022) Deep Learning methods for solid loading prediction from in-line Chord Length Distributions (CLDs). In: Advances in Process Analytics and Control Technologies, 2022-09-14 - 2022-09-16.

Boyle, Christopher and Brown, Cameron and Sefcik, Jan and Cardona, Javier (2022) Evaluation of deep learning methods for particle characterisation from in-line imaging and chord length distribution measurements. In: Advances in Process Analytics and Control Technologies, 2022-09-14 - 2022-09-16.

Moreno, Irene and McKechnie, David and Lue, Leo and Cardona, Javier (2022) Unravelling anomalous mass transport in antisolvent crystallisation. In: CMAC Annual Open Day 2022, 2022-05-16 - 2022-05-18.

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2021) Neural weight step video compression. In: NeurIPS 2021 Pre-Registration Workshop, 2021-12-13 - 2021-12-13, Online.

Stamoulakatos, Anastasios and Cardona, Javier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Bellekens, Xavier and Atkinson, Robert and Hossain, Md Moinul and Tachtatzis, Christos (2021) A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification. In: Oceans 2021, 2021-09-20 - 2021-09-23, San Diego.

Boyle, Christopher and Ferreira, Carla and Chen, Yi-Chieh and Tachtatzis, Christos and Andonovic, Ivan and Brown, Cameron and Sefcik, Jan and Cardona, Javier (2021) Multidimensional particle characterisation from in-situ imaging using deep learning and transfer learning. In: 21st International Symposium on Industrial Crystallisation, 2021-08-30 - 2021-09-02, Online.

Duncan, P and Cardona, J and Lue, L (2018) Structure and cluster formation in size asymmetric soft electrolyte. In: CCP5 AGM 2018, 2018-09-10 - 2018-09-12.

Duncan, PM and Cardona-Amengual, J and Lue, L (2018) Structure and cluster formation in size asymmetric soft electrolyte systems. In: 32nd Conference of the European Colloid and Interface Society, 2018-09-02 - 2018-09-07, University of Ljubljana.

Ahmed, Bilal and Svoboda, Vaclav and Agimelen, Okpeafoh and Cardona, Javier and Dziewierz, Jerzy and Brown, Cameron and McGlone, Thomas and Cleary, Alison and Tachtatzis, Christos and Michie, Craig and Florence, Alastair J. and Andonovic, Ivan and Mulholland, Anthony and Sefcik, Jan (2018) Monitoring API crystal breakage in wet milling using inline imaging and chord length distribution measurements. In: 8th World Congress on Particle Technology, 2018-04-22 - 2018-04-26, Orlando World Center Marriott.

Ferreira, Carla Sofia and Ahmed, Bilal and Cardona, Javier and Agimelen, Okpeafoh and Sefcik, Jan and Chen, Yi-Chieh (2018) Multi-sensor measurements of quantitative particle size and shape information in crystal slurries. In: 8th World Congress on Particle Technology, 2018-04-22 - 2018-04-26, Orlando World Center Marriott.

Ferreira, Carla Sofia and Agimelen, Okpeafoh and Cardona, Javier and Sefcik, Jan and Chen, Yi-Chieh (2017) Multi-sensor measurements of quantitative particle size and shape information in crystal slurries. In: ISIC20, 2017-09-03 - 2017-09-06, University College Dublin.

Cardona, J. and Ferreira, C. and McGinty, J. and Hamilton, A. and Agimelen, O.S. and Cleary, A. and Chen, Y.C. and Sefcik, J. and Michie, C. and Atkinson, R. and Andonovic, I. and Tachtatzis, C. (2017) In-line monitoring of particle size and shape from image-based measurements. In: ISIC20, 2017-09-03 - 2017-09-06, University College Dublin.

Ferreira, Carla and Agimelen, Okpeafoh and Cardona, Javier and Tachtatzis, Christos and Sefcik, Jan and Chen, Yi-Chieh (2017) Multi-sensor measurements of quantitative particle size and shape information. In: 15th Scandinavian Symposium on Chemometrics, 2017-06-19 - 2017-06-22.

Cardona, Javier and Ferreira, Carla Sofia and McGinty, John and Hamilton, Andrew and Agimelen, Okpeafoh and Cleary, Alison and Chen, Yi-Chieh and Sefcik, Jan and Michie, Walter and Atkinson, Robert and Andonovic, Ivan and Tachtatzis, Christos (2017) Enabling digitisation of continuous manufacturing processes : the role of image analysis. In: Network Plus: Industrial Systems in the Digital Age Conference 2017, 2017-06-20 - 2017-06-21, James Watt Building South, University of Glasgow. (In Press)

Cardona, Javier and Lue, Leo (2015) Effect of external electric fields on thermodynamic properties. In: AMPERE - 15th International Conference on Microwave and High Frequency Heating, 2015-09-14 - 2015-09-17, Krakow University of Technology.

Amengual, Javier Cardona and Lue, Leo and Sweatman, Martin (2013) Feasibility of the microwave regeneration of impregnated adsorbents for carbon capture. In: International Conference on Scientific Computing 2013, 2013-12-03 - 2013-12-06.