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CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures
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1. Ampanavos, Spyridon; Bernal, Marcelo; Okhoya, Victor (2023) Daylight ML: A General-Purpose Deep-Learning Surrogate Model for Annual Daylight Distribution

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 2: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-0-3]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 520-531. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_520
2. Bernal, Marcelo, Marshall, Tyrone, Okhoya, Victor, Chen, Cheney and Haymaker, John (2019) Parametric Analysis versus Intuition - Assessment of the effectiveness of design expertise

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 103-110 https://doi.org/10.52842/conf.ecaade.2019.2.103
3. Marcelo Bernal, Victor Okhoya, Tyrone Marshall, Cheney Chen and John Haymaker (2020) Integrating expertise and parametric analysis for a data-driven decision-making practice

International Journal of Architectural Computing vol. 18 - no. 4, 424–440 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018407
4. Marshall, Tyrone; Bernal, Marcelo; Brossy de Dios, Eric; Rezaee, Roya; Okhoya, Victor; Ahn, Nunggu; Haymaker, John (2020) Motivation-Based Performance Design in Early Predicted Building Water Use

SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 246-253 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2020_246
5. Mottaghi, Esmaeil; Erhan, Halil; Abuzuraiq, Ahmed M.; Okhoya, Victor; Ampanavos, Spyridon; Bernal, Marcelo; Chen, Cheney; Madkour, Yehia (2024) Integrating Surrogate Modeling and Design Analytics for Data-informed Exploration in the Early Phases of Building Design

Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 301–310 https://doi.org/10.52842/conf.ecaade.2024.2.301
6. Okhoya, Victor and Bernal, Marcelo (2023) Variability in Machine Learning for Multi-Criteria Performance Analysis

Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 149–158 https://doi.org/10.52842/conf.caadria.2023.1.149
7. Okhoya, Victor W; Marcelo Bernal; Athanassios Economou; Nirvik Saha; Robert Vaivodiss; Tzu-Chieh K Hong; John Haymaker (2022) Generative workplace and space planning in architectural practice

International Journal of Architectural Computing 2022, Vol. 20 - no. 3, pp. 645–672 https://papers.cumincad.org/cgi-bin/works/Show?ijac202220309

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