Publications de Jeffrey Huang | EPFL Graph Search

Artificial intelligence of things for sustainable smart city brain and digital twin systems: Pioneering Environmental synergies between real-time management and predictive planning

Rapid urbanization, alongside escalating resource depletion and ecological degradation, underscores the urgent need for innovative paradigms in urban development. In response, sustainable smart cities are increasingly leveraging advanced technological fram ...

2025

Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework

Jeffrey Huang, Simon Elias Bibri

Sustainable smart cities are increasingly turning to innovative technologies, such as Urban Digital Twins (UDTs) and Zero Energy Buildings (ZEBs), which offer transformative opportunities to enhance energy management and reduce environmental impacts. Despi ...

2025

Latent distribution: Measuring floor plan typicality with isovist representation learning

Jeffrey Huang, Mikhael Johanes

The effectiveness of machine learning (ML) models for architectural applications relies on high-quality datasets balanced with advancements in model architecture and computational capacity. Current methods for evaluating architectural floor plan datasets t ...

2025

Generative spatial artificial intelligence for sustainable smart cities: A pioneering large flow model for urban digital twin

Jeffrey Huang, Simon Elias Bibri

Rapid urbanization, alongside escalating resource depletion and ecological degradation, underscores the critical need for innovative urban development solutions. In response, sustainable smart cities are increasingly turning to cutting-edge technologies—su ...

2025

Long plasma duration operation analyses with an international multi-machine (tokamaks and stellarators) database

Stefano Coda, Jeffrey Huang

Combined high-fusion performance and long-pulse operation is one of the key integration challenges for fusion energy development in magnetic devices. Addressing these challenges requires an integrated vision of physics and engineering aspects with the purp ...

IOP Publishing Ltd2024

The synergistic interplay of artificial intelligence and digital twin in environmentally planning sustainable smart cities: A comprehensive systematic review

Jeffrey Huang, Simon Elias Bibri

The dynamic landscape of sustainable smart cities is witnessing a signi ficant transformation due to the integration of emerging computational technologies and innovative models. These advancements are reshaping data -driven planning strategies, practices, ...

Elsevier2024

A novel pattern language method for tradespace exploration: application to space mission architecting

Jeffrey Huang, Anne-Marlene Rüede, Jean-Paul Richard Kneib

With the growing complexity of systems across diverse domains, key challenges emerge in simultaneously designing networks and their underlying infrastructure, requiring resolution at concept stage. In space mission design, technological advancements and am ...

2024

Artificial intelligence of things for synergizing smarter eco-city brain, metabolism, and platform: Pioneering data-driven environmental governance

Jeffrey Huang, Simon Elias Bibri

Emerging smarter eco-cities, inherently intertwined with environmental governance, function as experimental sites for testing novel technological solutions and implementing environmental reforms aimed at addressing complex challenges. However, despite sign ...

Elsevier2024

Artificial intelligence of things for smart cities: advanced solutions for enhancing transportation safety

Jeffrey Huang, Simon Elias Bibri

In the context of smart cities, ensuring road safety is crucial due to increasing urbanization and the interconnected nature of contemporary urban environments. Leveraging innovative technologies is essential to mitigate risks and create safer communities. ...

Springernature2024

Augmented Carpentry

Jeffrey Huang, Dieter Dietz

As humanity grapples with the escalating challenges of climate change, the discipline of architecture finds itself at a critical juncture. The urgency of the situation demands that schools of architecture not only contribute to envisioning more serene futu ...

Lars Müller Publishers2024

Parametric Sankey: Interactive Mapping of Complex Material Flows for Urban and Architectural Design

Jeffrey Huang, Frederick Chando Kim, Mikhael Johanes

The mapping of flows in a city is essential for understanding urban systems and enabling the transition of the city into a circular economy. However, while tools for the virtual representations of physical volumes and spaces in urban environments have prol ...

Springer2024

Towards a pattern language for complex-mode mission concept generation

Jeffrey Huang, Anne-Marlene Rüede, Jean-Paul Richard Kneib

New space mission profiles arise from the convergence of reduced launch prices, miniaturization of electronics and the maturation of on-orbit servicing technologies. Additionally, a shift towards challenging Lunar objectives pushes for interconnected and c ...

PERGAMON-ELSEVIER SCIENCE LTD2023

Deep Architectural Archiving (DAA), Towards a Machine Understanding of Architectural Form

Jeffrey Huang, Frederick Chando Kim

2022

Perspectival GAN - Architectural form-making through dimensional transformation

Jeffrey Huang, Frederick Chando Kim

2022

On GANs, NLP and Architecture: Combining Human and Machine Intelligences for the Generation and Evaluation of Meaningful Designs

Jeffrey Huang, Georg-Christoph Holz, Frederick Chando Kim, Christina Doumpioti, Mikhael Johanes

2021

DIII-D research towards establishing the scientific basis for future fusion reactors

Wilfred Anthony Cooper, Richard Pitts, Olivier Sauter, Stefan Müller, Mario Ludovico Podesta, Francesca Maria Poli, Dongbin Zhao, Gang Yu, Huan Du, Alessandro Bortolon, Alessandro Marinoni, Jeffrey Huang, Sun Hee Kim, Jérôme Guterl, Zhixian Yan, Fang Liu, Terunobu Akiyama, Xin Yang, Wei Wu, Lorenzo Anton-Louis Talà, Federico David Halpern, Gabriele Merlo, Yu Fu, Shouguo Wang, Sung Chul Park, Xi Chen, Tzu-Hsien Shen, Bingying Zhao, Kyungjin Kim, Ji Hyun Kim, Yi Wang, Hui Wang, Zheng Wang

DIII-D research is addressing critical challenges in preparation for ITER and the next generation of fusion devices through focusing on plasma physics fundamentals that underpin key fusion goals, understanding the interaction of disparate core and boundary ...

IOP Publishing Ltd2019

Voxel Synthesis for Generative Design

Jeffrey Huang, Matvey Khokhlov, Immanuel Chee Beng Koh

In the ever-evolving world of computer rendering technologies, the demand for more original and diverse 3D models is ever-increasing, to the point where the man-hours required to create these models for video games, movies and architectural designs are now ...

Springer2019

Citizen Visual Search Engine: Detection and Curation of Urban Objects

Jeffrey Huang, Immanuel Chee Beng Koh

Increasingly, the ubiquity of satellite imagery has made the data analysis and machine learning of large geographical datasets one of the building blocks of visuospatial intelligence. It is the key to discover current (and predict future) cultural, social, ...

SPRINGER INTERNATIONAL PUBLISHING AG2019

Landscape of connectivity. Measuring and representing fluctuations in wireless network traffic in space

Jeffrey Huang, Selena Savic

2018

Growth Typologies, Localities and Defamiliarisation Experiments with Artificial Urbanism in Sichuan, Guangzhou and Beijing

Jeffrey Huang

The unprecedented speed of urbanization in Asia calls for a fundamental rethinking of urbanism. Conventional master plans typically propose a single static ‘end’ condition derived from top-down visions, often incapable of responding to site-specific microc ...

Wiley Periodicals, Inc2015