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FloaTree: a system for making artificial habitat structures informed by AI-generated visual abstractions of large old trees

Pugnale Alberto, Colabella Sofia, Mack Michael, Mirra Gabriele, Park Micheal Minghi, Halls Jack, Holland Alexander, Roudavski Stanislav

September 2024 |

Birds and many other living organisms rely on large old trees for their survival. However, these trees are rapidly disappearing from many landscapes. The regrowth of such trees takes hundreds of years, and in many disturbed landscapes, wildlife populations cannot persist without temporary human-made replacement structures. In 2022, Mirra et...

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Making the Hypar Up pavilion: (in)efficiencies of upcycling surplus timber products

Colabella Sofia, Pugnale Alberto, Halls Jack, Park Micheal Minghi, Mangliár László, Hudert Markus

August 2024 | Article

This paper illustrates the design and fabrication processes of the Hypar Up pavilion, which served as a proof-of-concept to demonstrate the viability of a design-to-fabrication workflow for complex yet modular architectural geometries that utilise small and planar timber offcuts geometries discretised as Planar Quadrilateral (PQ) meshes. By integrating computational design...

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Beyond the Visuals: Future Collaboration Scenarios Between Architects and Artificial Intelligence

Pugnale Alberto, Mirra Gabriele

August 2024 | Chapter

The impact of Artificial Intelligence (AI) research advancements is visible in many fields, from medicine to the visual arts. In architecture, Generative AI tools have enabled designers to generate large numbers of compelling images through simple textual prompts, triggering critics to focus the theoretical debate around issues of authorship and...

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Enhancing interactivity in structural optimisation through reinforcement learning: an application on shell structures

Mirra Gabriele, Pugnale Alberto

July 2023 | Conference Paper

This paper describes a novel approach to structural optimisation based on learning design strategies rather than searching for optimal solutions. In the proposed approach, an AI agent is trained through Reinforcement Learning (RL) to explore a 3D modelling environment and iteratively morph a flat NURBS surface into a doubly-curved shell...

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Aeolus: a Grasshopper plugin for the interactive design and optimisation of acoustic shells

Mirra Gabriele, Mack Michael, Pugnale Alberto

July 2023 | Conference Paper

The design of music venues, such as concert halls and open-air concert stages, requires an integrated approach in which the acoustic response of the space being created is evaluated at every stage of the process to inform its formal development and associated performance. Various software exists to assess acoustic performance:...

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Using technology innovation and blended delivery for student-centred learning in large undergraduate classes

Holzer Dominik, Pugnale Alberto

June 2023 | Conference Paper

Delivery methods of Higher Education classes have been scrutinised globally during the COVID-19 pandemic as academics and students were forced to shift rapidly to online delivery modes. In a post-COVID-19 scenario innovative teaching and learning approaches are required to rethink how large student cohorts can be educated online and on...

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Architecture Beyond the Cupola: Inventions and Designs of Dante Bini

Pugnale Alberto, Bologna Alberto

May 2023 | Book

This book reviews Dante Bini’s inventions and designs, focusing on his form-resistant Binishell and other pneumatic construction systems. Dante Bini’s double profile of architect and builder underpins the narrative of the entire book. It is used to analyse the evolution of the early reinforced-concrete Binishell patent into a variety of...

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Supporting the journey of architecture students towards graduation through a design ePortfolio

Colabella Sofia, Pugnale Alberto, Mack Michael, Woo Catherine

May 2023 | Article

This paper presents the different steps of the journey that led to the development and implementation of a design ePortfolio as part of the “Architecture Major” of the “Bachelor of Design” (BDes) at The University of Melbourne, Australia. This design ePortfolio was developed over two years through interviews, focus groups...

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(Frontiers) Editorial: Biologically-informed approaches to design processes and applications

Pugnale Alberto, Stuart-Fox Devi, Elgar Mark A., Laschi Cecilia, Dumanli Ahu Gumrah

January 2023 | Article

Practitioners across domains—from architectural design (Zari, 2010; Ha and Lu, 2020), medical interventions (Chen et al., 2021), and robotics (Coyle et al., 2018; Ahmed et al., 2022) to materials science (Wegst et al., 2015)—are increasingly drawing inspiration from biology to address a wide range of challenges. This is perhaps unsurprising...

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