AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta le Immanuel Koh

Is buaiteoir an-mheasúil den ghradam fíor-ardghradamach 2025 Duais Iarainn A' Design Award sa Chatagóir Comórtais Dearadh Giniúnach é an dearadh AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta le Immanuel Koh.

IarannGiniúnach· 2025

AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta

le Immanuel Koh

Cliant: Immanuel Koh

Buaiteoir an ghradaim Duais Iarainn A' Design Award sa Chatagóir Giniúnach

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Buaiteoir Gradaim Fíoraithe

Fíoraigh Stádas Gradaim do #170593

Tabhair Cuairt ar an Suíomh Féach ag A' Design Award Preasráiteas Suaitheantas Gradaim

Dathanna

An Dearadh

Maidir le AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta

Téacs Leabhair: Is cathair shaorga é Singeapór. Tar éis é a oiliúint le tacar mór sonraí de mhúnlaí digiteacha 3D d'fhoirgnimh ardéirí atá le fáil i Singeapór, gineann an múnla IS saindeartha ní hamháin cumraíochtaí atá inchreidte go foirmiúil agus comhleanúnach go séimeantach, ach tosaíonn sé freisin ag samhlú foirmeacha ailtireachta nua agus aduain, ag idirshuíomh agus ag eachtarshuíomh i measc na ndíorthach caighdeánach tithíochta ardéirí amhail na bloic leac, pointe, agus braisle.

An Aitheantas

Maidir leis an Duais Iarainn A' Design Award

Bhuaigh an dearadh AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta Duais Iarainn A' Design Award, aitheantas gradamach a bhronntar ar dhea-dhearaí a chomhlíonann na riachtanais ghairmiúla agus thionsclaíocha a bhíonn á n-éileamh ó chruthuithe a ndearnadh go maith iad. Léiríonn buaiteoirí Iarainn scil mhór, speisialtóireacht ard, tuiscint saineolaí agus cumas cruthaitheach a gcruthaitheoirí. Táthar ag súil go mbeidh an dearadh AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta ina chruthú a bhfuil an-mheas air, a n-ardaítear agus a ghráitear atá praiticiúil agus nuálach. Comhtháthaíonn an dearadh seo a bhuaigh Duais Iarainn A' Design Award na cleachtais is fearr sa tionscal agus tá saintréithe teicniúla inniúla aige nasctha le heolas agus le tallann. Tá meas ar an dearadh AI Sampling Singapore Príomhfheidhm: Ailtireacht Tithíochta as a dhúthracht agus dearadh é chun feabhsuithe cáilíochta beatha a sholáthar a chabhraíonn leis an domhan a dhéanamh ina áit níos fearr.

Taobh Thiar den Dearadh

Pacáiste Preasa

Creidiúintí, baill foirne agus sonraí teicniúla curtha ar fáil ag an dearthóir.

Airíonna Uathúla: 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.
Toisí & Pacáistiú: 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.
Clibeanna: AI
Teicneolaíocht Táirgthe: 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.
Dúshlán Deartha: 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.
Taighde: 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.
Inspioráid: 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.
Fad an Tionscadail: 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.
Sreabhadh Oibríochta: This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
Paitinní: Currently no patent.
Baill Foirne: Artificial-Architecture
Creidiúintí Íomhá: All credits: Artificial-Architecture