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EPFL MxD lab
The course involved studying Gangnam's architecture using AI algorithms to analyze its potential. Students developed designs for urban blocks, integrating past and future aspects. The final stage focused on community living and new communal areas, culminating in a proposal for a specific block in Gangnam.
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Artificial Swissness examines the notion of “cultural resilience” in Alpine cities, and questions the role of creative artificial intelligence in the metamorphoses of architecture. Imagined as an ever-shifting spatial interface revealing the innermost dreams of an artificial machine .....
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The scheme integrates the Al Wathba Wetlands and a planned afforestation area through a blend of architecture and landscape design. Key features include a tree grove, a dune landscape, sun-sails, and an interior cavern.
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The design of the Langley Vale visitor center is multifaceted, enhancing the local ecosystem and fostering interactions among visitors, plants, and animals.
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A small collection of students’ master projects at EPFL showcases the plurality of topics available for scholarly exploration. The role of the "maître," is to guide students through concepts and methodologies, providing not just subject matter expertise but also critical academic support, and ultimately nurturing a student's ability to contribute novel insights to their field.
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In the DEEP CITY ZURICH studio, we critically examined the role of artificial intelligence and deep learning in architecture, questioning if creativity in architecture is exclusive to humans and if machines can learn and generate meaningful architecture. We explored whether machines can transcend quantifiable data to achieve architectural quality and capture the elusive “genius loci”.
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The transition from 2D to 3D relies on human interpretation following the computer-generated image analysis
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The Qatar Showcase Stadium was constructed with the primary aim of demonstrating efficient cooling technologies suitable for extreme temperature conditions. My role in the project focused on the development of the parametric model for the roof's Fiber-Reinforced Concrete (FRC) panels.
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Both in teaching and research, materials have been a significant area of exploration for me. This includes investigating their inherent morphogenetic capacities as well as their chemical transformations, particularly ...
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10 VIRTUAL PARLIAMENT
Virtual Parliament studio, examined the integration of virtual and physical architectures in political infrastructure. This involved exploring virtualization in politics and its impact on civic engagement, accountability, and direct democracy.
The studio was structured in three phases. The first phase analyzed global parliament typologies, focusing on the interplay between geometric form and different forms of politics and communication. In the second phase, we delved into virtualization, investigating political relations in virtual reality....
The studio was structured in three phases. The first phase analyzed global parliament typologies, focusing on the interplay between geometric form and different forms of politics and communication. In the second phase, we delved into virtualization, investigating political relations in virtual reality....
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11 AA MEMBRANE PROJECT
The AA membrane canopy exemplifies scalability in architecture, ranging from material constraints to components for pressure and tension. This global form achieves structural agility, adapting to microclimatic conditions by offering shade and protection from heavy rain. Its porous design permits lateral wind flow, maintaining comfort while sheltering from direct sunlight and rainfall. This project demonstrates an intricate balance between environmental responsiveness and structural integrity. optimised
The AA membrane canopy exemplifies scalability in architecture, ranging from material constraints to components for pressure and tension. This global form achieves structural agility, adapting to microclimatic conditions by offering shade and protection from heavy rain. Its porous design permits lateral wind flow, maintaining comfort while sheltering from direct sunlight and rainfall. This project demonstrates an intricate balance between environmental responsiveness and structural integrity. optimised
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12 AI | FIELD CONDITIONS | REVERSING FORM-FINDING
Field conditions are defined by their ability to integrate diverse elements into a coherent spatial matrix, which renders abstract forces visible. They emerge from bottom-up phenomena characterised by complex local interactions, focusing on the spaces and relationships between elements rather than the elements themselves.
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The Alpine Refuge studio project investigates the interface between human architectural ideation and machine learning. By employing Generative Adversarial Networks (GANs), the project examines their utility in generating new visual content, a practice central to architectural design. This research scrutinizes the potential of merging GANs with Natural Language Processing to create designs that are meaningful within a cultural and architectural context.
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