AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura – avtor Immanuel Koh

Delo AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura avtorja Immanuel Koh je izjemno cenjeni dobitnik prestižne nagrade 2025 Železna nagrada A' Design Award v tekmovalni kategoriji Generativno, algoritemsko, parametrično in z UI podprto oblikovanje.

ŽeleznaGenerativno· 2025

AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura

avtor/ica: Immanuel Koh

Naročnik: Immanuel Koh

Dobitnik nagrade Železna nagrada A' Design Award v kategoriji Generativno

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Preverite status nagrade za #170593

Obiščite spletno stran Ogled na A' Design Award Sporočilo za javnost Značka nagrade

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Dizajn

O dizajnu AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura

Besedilo knjige: Singapur je umetno mesto. Po učenju z obsežnim naborom 3D digitalnih modelov visokih stavb iz Singapurja po meri zasnovani model umetne inteligence ne ustvarja zgolj formalno verjetnih in pomensko skladnih konfiguracij, temveč začne tudi domišljati nove in nenavadne arhitekturne oblike, pri čemer interpolira in ekstrapolira med standardnimi tipologijami visokih stanovanjskih stavb, kot so ploščati, točkovni in grozdasti bloki.

Priznanje

O nagradi Železna nagrada A' Design Award

AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura je prejemnik Železne nagrade A' Design Award, prestižnega priznanja, ki se podeljuje dobrim oblikovanjem, ki izpolnjujejo profesionalne in industrijske zahteve, pričakovane od dobro zasnovanih stvaritev. Prejemniki Železne nagrade kažejo veliko spretnost, visoko specializacijo, strokovno razumevanje in ustvarjalne zmožnosti svojih ustvarjalcev. Od AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura se pričakuje, da bo visoko cenjena, občudovana in ljubljena stvaritev, ki je praktična in inovativna. To oblikovanje, nagrajeno z Železno nagrado A' Design Award, vključuje najboljše prakse panoge in ima kompetentne tehnične lastnosti, povezane s strokovnim znanjem in talentom. Zaradi svoje temeljitosti si AI Sampling Singapore Primarna funkcija: Stanovanjska arhitektura zasluži spoštovanje in je zasnovan tako, da zagotavlja izboljšave kakovosti življenja, ki pomagajo narediti svet boljši kraj.

V ozadju dizajna

Komplet za medije

Zasluge, člani ekipe in tehnične podrobnosti, ki jih je posredoval oblikovalec.

Edinstvene lastnosti: Is it possible to sample at scale and at high-resolution every single building ever built in a country? If so, can such a dataset be used to train an AI model in generating new yet locally compliant buildings without any explicit regulatory control inputs? The project explores the design agency of deep generative neural networks in learning three-dimensional exteriority and interiority with a redesigned 3D generative adversarial network (3D-GAN) AI model. Winner of WAFX2024, IDA2024 and BLT2024.
Dimenzije in embalaža: This is a digital AI x Architecture project. Each generated output is a new high-rise high-density residential public housing of up to 30 floors.
Oznake: AI
Proizvodna tehnologija: A custom generative AI model was trained from scratch using proprietary code base and dataset. Specifically, a 3D generative adversarial network (3D-GAN) AI model was trained to learn semantic and spatial configuration of high-rise high-density residential public housing in Singapore.
Oblikovalski izziv: The non-existence of 3D models and their corresponding floor plans was the first challenge. New workflow and tools had to be developed to not only collect (i.e., digitally and physically), but create (annotate) and curate (i.e., exploratory data analysis) such high quality dataset to train an AI model from scratch. Technically difficult due to the scalability of similar CAD representation which was overcome via a novel AI latent representation of 3D.
Raziskave: A custom generative AI model was trained from scratch using proprietary code base and dataset. Specifically, a 3D generative adversarial network (3D-GAN) AI model was trained to learn semantic and spatial configuration of high-rise high-density residential public housing in Singapore.
Inspiracija: Singapore is an artificial city! Trained with a large dataset of 3D digital models of high-rise buildings found in Singapore, the custom-designed AI model generates not only formally plausible and semantically coherent configurations, but begins to also imagine novel and uncanny architectural forms, interpolating and extrapolating among standard high-rise housing typologies such as the slab, point, and cluster blocks. Project exhibited at Venice Architecture Biennale and Singapore's Arts House.
Trajanje projekta: This is an on-going and longer-term AI x Architecture research being conducted at the university design lab since 2021. It was however only published much later as an official architectural design award entry from 2024 onwards.
Potek delovanja: This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
Patenti: Currently no patent.
Člani ekipe: Artificial-Architecture
Zasluge za slike: All credits: Artificial-Architecture