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2024

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.

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

Cashmore, Andrew and Georgoulas, Konstantinos and Boyle, Christopher and Lee, Mei and Haw, Mark D. and Sefcik, Jan (2024) Secondary nucleation of α-glycine induced by fluid shear investigated using a Couette flow cell. Crystal Growth and Design, 24 (12). pp. 4975-4984. ISSN 1528-7483

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

2023

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.

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.

2022

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 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.

2021

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.