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Number of items: 7.

Lorenz, Clara-Larissa 2020. Daylight design exploration using parametric processes and Artificial Neural Networks. PhD Thesis, Cardiff University.
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Lorenz, Clara-Larissa, Spaeth, A. Benjamin ORCID: https://orcid.org/0000-0003-2368-1542, Bleil De Souza, Clarice ORCID: https://orcid.org/0000-0001-7823-1202 and Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206 2019. Artificial neural networks for parametric daylight design. Architectural Science Review 63 (2) , pp. 210-221. 10.1080/00038628.2019.1700901
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Lorenz, Clara-Larissa, Spaeth, Achim ORCID: https://orcid.org/0000-0003-2368-1542, Bleil De Souza, Clarice ORCID: https://orcid.org/0000-0001-7823-1202 and Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206 2019. Machine learning in design exploration: An investigation of the sensitivities of ANN-based daylight predictions. Presented at: "Hello, Culture": Computer-Aided Architectural Design Futures 2019, Daejeon, South Korea, 26-28 June 2019.
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Lorenz, Clara-Larissa, Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206, Bleil De Souza, Clarice ORCID: https://orcid.org/0000-0001-7823-1202, Spaeth, Achim Benjamin ORCID: https://orcid.org/0000-0003-2368-1542 and Lorenz, Tamara Irina 2019. Input feature selection and optimization for ANN models predicting daylight in buildings. Presented at: 26th International Workshop on Intelligent Computing in Engineering, Leuven, Belgium, 30 June - 3 July 2019.
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Lorenz, Clara-Larissa, Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206, Spaeth, Achim ORCID: https://orcid.org/0000-0003-2368-1542 and Bleil De Souza, Clarice ORCID: https://orcid.org/0000-0001-7823-1202 2018. Artificial neural network-based modelling for daylight evaluations. Presented at: SimAUD 2018, Delft, The Netherlands, 4-7 June 2018.
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Prizeman, Oriel ORCID: https://orcid.org/0000-0003-4835-9824, Pezzica, Camilla ORCID: https://orcid.org/0000-0002-0512-7591, Parisi, Mariangela and Lorenz, Clara-Larissa 2018. Function should follow form: Futures for the radiant logic of Carnegie public libraries. Presented at: Nexus 2018: The Relationship between Architecture and Mathematics, Pisa, Italy, 11-14 June 2018. Published in: Williams, Kim and Bevilacqua, Marco Giorgio eds. Nexus 2018 Architecture and Mathematics Conference Book. Nexus Architecture and Mathematics Turin: Kim Williams Books, pp. 197-202.
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Lorenz, Clara-Larissa and Jabi, Wassim ORCID: https://orcid.org/0000-0002-2594-9568 2017. Predicting daylight autonomy metrics using machine learning. Presented at: International Conference for Sustainable Design of the Built Environment (SDBE), London, UK, 20-21 December 2017. Published in: Elsharkawy, Heba, Zahiri, Sahar and Clough, Jack eds. Proceedings of the International Conference for Sustainable Design of the Built Environment (SDBE). International Conference for Sustainable Design of the Built Environment (SDBE) London: University of East London, pp. 991-1002.
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