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8. Sustainability in a Bachelor of Engineering with Honours Degree

Author

Wrobel, Anna, Lyden, Sarah, Lee, John Chi-Kin, Series Editor, Maclean, Rupert, Series Editor, Corcoran, Peter Blaze, Series Editor, Barth, Matthias, Editorial Board Member, Chang, Chew-Hung, Editorial Board Member, Chou, Ju, Editorial Board Member, Fien, John, Editorial Board Member, Noguchi, Fumiko, Editorial Board Member, Huang, Yu, Editorial Board Member, Ketlhoilwe, Mphemeland Joseph, Editorial Board Member, Kidman, Gillian, Editorial Board Member, Koshy, Kanayathu Chacko, Editorial Board Member, Koya, Frances Cresantia, Editorial Board Member, Hilal, Randa, Editorial Board Member, Hopkins, Charles, Editorial Board Member, Liu, Shih-Tsen Nike, Editorial Board Member, Lotz-Sisitka, Heila, Editorial Board Member, Malone, Karen, Editorial Board Member, Águeda Marujo, Helena, Editorial Board Member, Power, Colin, Editorial Board Member, Schröder, Thomas, Editorial Board Member, Sterling, Stephen, Editorial Board Member, Tilbury, Daniella, Editorial Board Member, Xie, Qing, Editorial Board Member, Beasy, Kim, editor, Smith, Caroline, editor, and Watson, Jane, editor

Published
2023
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22. N-acetylcysteine (NAC) for methamphetamine dependence: A randomised controlled trial

Author

McKetin, Rebecca, Dean, Olivia M., Turner, Alyna, Kelly, Peter J., Quinn, Brendan, Lubman, Dan I., Dietze, Paul, Carter, Gregory, Higgs, Peter, Sinclair, Barbara, Reid, David, Baker, Amanda L., Manning, Victoria, Pas, Nina te, Thomas, Tamsin, Bathish, Ramez, Raftery, Dayle K., Wrobel, Anna, Saunders, Lucy, Arunogiri, Shalini, Cordaro, Frank, Hill, Harry, Hall, Scott, Clare, Philip J., Mohebbi, Mohammadreza, and Berk, Michael

Published
2021
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25. Going for 2D or 3D? Investigating Various Machine Learning Approaches for Peach Variety Identification

Author

Wróbel, Anna, Gygax, Gregory, Schmid, Andi, Ott, Thomas, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Schilling, Frank-Peter, editor, and Stadelmann, Thilo, editor

Published
2020
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32. A spiking neural network for classifying NIR spectra of fruits

Author

Wróbel, Anna, Sandamirskaya, Yulia, Ott, Thomas, Wróbel, Anna, Sandamirskaya, Yulia, and Ott, Thomas

Abstract

Near-Infrared (NIR) Spectroscopy is widely applied in agriculture and food industry for the determination of fruit ripeness, the content in soluble solids, pH and acidity. In this study, we report on the develeopment of a novel neuromorphic classifier based on Spiking Neural Networks (SNNs) to classify NIR spectra of fruit species. Neuromorphic computing holds the potential for a low-power real-time recognition system based on NIR spectroscopy signals that could be used not only in food industry, but also in pharmaceutical and medical applications. For benchmarking, we compare the performance of the classifier to the performance of non-spiking Artificial Neural Networks (ANN) and Support Vector Machines (SVM). Furthermore, we show how our SNN-based algorithm can be implemented in the mixedsignal analog-digital neuromorphic device DYNAP-SE.

Published
2024

49. Alpine Extremophytes in Evolutionary Turmoil: Complex Diversification Patterns and Demographic Responses of a Halophilic Grass in a Central Asian Biodiversity Hotspot.

Author

Wróbel, Anna, Klichowska, Ewelina, Nowak, Arkadiusz, and Nobis, Marcin

Subjects
*GEOLOGIC hot spots, *ECOLOGICAL models, *GENETIC variation, *ALPINE regions, *GENE flow, *BIODIVERSITY, *WETLANDS
Abstract

Diversification and demographic responses are key processes shaping species evolutionary history. Yet we still lack a full understanding of ecological mechanisms that shape genetic diversity at different spatial scales upon rapid environmental changes. In this study, we examined genetic differentiation in an extremophilic grass Puccinellia pamirica and factors affecting its population dynamics among the occupied hypersaline alpine wetlands on the arid Pamir Plateau in Central Asia. Using genomic data, we found evidence of fine-scale population structure and gene flow among the localities established across the high-elevation plateau as well as fingerprints of historical demographic expansion. We showed that an increase in the effective population size could coincide with the Last Glacial Period, which was followed by the species demographic decline during the Holocene. Geographic distance plays a vital role in shaping the spatial genetic structure of P. pamirica alongside with isolation-by-environment and habitat fragmentation. Our results highlight a complex history of divergence and gene flow in this species-poor alpine region during the Late Quaternary. We demonstrate that regional climate specificity and a shortage of nonclimate data largely impede predictions of future range changes of the alpine extremophile using ecological niche modeling. This study emphasizes the importance of fine-scale environmental heterogeneity for population dynamics and species distribution shifts. [ABSTRACT FROM AUTHOR]

Published
2024
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