ISSUE 02THURSDAY, JUNE 4, 2026PRINT 06.2026

GEOMDIGEST

THE INSIDER PUBLICATION FOR COMPUTATIONAL GEOMETRY & DESIGN

Knowledge Graph

Paper Index

Search computational fabrication papers, source venues, authors, implementations, and code availability from the GEOMDIGEST knowledge graph.

1,417Papers
102,687Citations
1Artifacts
Corpus Strata
Venue / year coverage instrument
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198 indexed papers
Topological Networks Using a Sequential Method
2021 / ACADIA quarterly
No code
Zidong Liu

The paper shares preliminary results of a novel sequential method to expand existing topology-based generative design. The approach is applied to building an interactive community design system based on a mobile interface. In the process of building an interac...

Deep Learning Isovist
2021 / ACADIA quarterly
No code
Mikhael Johanes, Jeffrey Huang

Understanding the qualitative aspect of space is essential in architectural design. However, the development of computational design tools has lacked features to comprehend architectural quality that involves perceptual and phenomenological aspects of space. T...

TinyZ
2021 / ACADIA quarterly
No code
Zain Karsan

The circumstances of the pandemic have resulted in the closure of workshops and Fab Labs and put physical making on hold for fabrication-based design courses. However, with digital fabrication having become a crucial component of design education, involving th...

Personalized Knit Masks
2021 / ACADIA quarterly
No code
Lavender Tessmer, Skylar Tibbits

In this paper we outline a new workflow for textiles customization through the design and fabrication of knit shape-changing masks that contain multi-material fibers to create programmable transformation. We have created a process for producing standardized an...

Crooked Captures
2021 / ACADIA quarterly
No code
Hyojin Kwon, Adam Sherman

With flashy renderings dominating news feeds and high-flying drones filming from otherwise inaccessible vantage points, our encounters with the built environment increasingly involve perspectival views, but not necessarily those experienced firsthand. As tools...

tcerovse
2021 / ACADIA quarterly
No code
Rebecca Smith

In this paper, I present the commercial, urban-scale gunshot detection system ShotSpotter in contrast with a range of ecological sensing examples which monitor animal vocalizations. Gunshot detection sensors are used to alert law enforcement that a gunshot has...

Imaginary Vessels
2021 / ACADIA quarterly
No code
Cami Quinteros, Gabriella Rossi, Hesham Shawqy, Iliana Papdopoulou, David Leon

Clay is one of the foundational materials in art and architecture, traced in the development of mud walls and the adobe module, and showcased in utilitarian and ornamental pottery. Wheel throwing is the process of shaping clay mainly into symmetrical objects, ...

House Block
2021 / ACADIA quarterly
No code
Claire McAndrew, Clara Jaschke, Gilles Retsin, Kevin Saey, Mollie Claypool, and 1 more

House Block was a temporary housing prototype in East London, UK from April to May 2021. The project constituted the most recent in a series of experiments developing Automated Architecture (AUAR) Labs’ discrete framework for housing production, one which rep...

Exploring the Role of Spatial Configuration and Human Behavior on the Spread of the Epidemic
2021 / ACADIA quarterly
No code
Mengda Wang, Ava Fatah gen. Shieck, Petros Koutsolampros

This research explores how exterior public space, defined through the configuration of the city, and human behavior affect the spread of disease. In order to understand the virus spreading mechanism and influencing factors of the epidemic which accompanying re...

Critical Computation
2021 / ACADIA quarterly
No code
Behnaz Farahi

Can computation be critical or will various forms of bias always be found embedded in computational systems? Could surveillances act as a form of resistance? This paper provides a theoretical reflection on these questions, and explores the notion of critical c...

3D Graph Convolutional Neural Networks in Architecture Design
2020 / ACADIA quarterly / 10 citations
No code
Matias del Campo, Alexandra Carlson, Sandra Manninger

The nature of the architectural design process can be described along the lines of the following representational devices: the plan and the model. Plans can be considered one of the oldest methods to represent spatial and aesthetic information in an abstract, ...

Prototype As Artefact
2020 / ACADIA quarterly / 10 citations
No code
Lidia Atanasova, Daniela Mitterberger, Timothy Sandy, Fabio Gramazio, Matthias Köhler, and 1 more

In digital design-to-fabrication workflows in architecture, in which digitally controlled machines perform complex fabrication tasks, all design decisions are typically made before production. In such processes, the formal definition of the final shape is expl...

A Machine Learning Method of Predicting Behavior Vitality Using Open Source Data
2020 / ACADIA quarterly / 8 citations
No code
Yunjuan Sun, Jonathan A. Scelsa, Lei Jiang, Hao Zheng, Jennifer Birkeland

The growing popularity of machine learning has provided new opportunities to predict certain behaviors precisely by utilizing big data. In this research, we use an image-based neural network to explore the relationship between the built environment and the act...

Additive Thermoplastic Formwork for Freeform Concrete Columns
2020 / ACADIA quarterly / 7 citations
No code
Mania Aghaei Meibodi, Christopher Voltl, Ryan Craney

The degree of geometric complexity a concrete element can assume is directly linked to our ability to fabricate its formwork. Additive manufacturing allows fabrication of freeform formwork and expands the design possibilities for concrete elements. In particul...

BIM Hyperreality
2020 / ACADIA quarterly / 6 citations
No code
Mohammad Alawadhi, Wei Yan

Deep learning is expected to offer new opportunities and a new paradigm for the field of architecture. One such opportunity is teaching neural networks to visually understand architectural elements from the built environment. However, the availability of large...

Turbulent Casting
2020 / ACADIA quarterly / 6 citations
No code
Thora Arnardottir, Martyn Dade‐Robertson, Helen Mitrani, Meng Zhang, Beate Christgen

There has been a growing interest in living materials and fabrication processes including the use of bacteria, algae, fungi, and yeast to offer sustainable alternatives to industrial materials synthesis. Microbially induced calcium carbonate precipitation (MIC...

Adaptive Textile Facades Through the Integration of Shape Memory Alloy
2020 / ACADIA quarterly / 6 citations
No code
Maxie Schneider, Ebba Fransén Waldhör, Paul-Rouven Denz, Puttakhun Vongsingha, Natchai Suwannapruk, and 1 more

The R&D project ADAPTEX showcases a material-driven and computationally informed design approach to adaptive textile facades through the integration of shape memory alloy (SMA) as an actuator. The results exhibit thermally responsive and self-sufficient sun-sh...

Augmenting Craft with Mixed Reality
2020 / ACADIA quarterly / 6 citations
No code
Jacky Chun Hin Fong, Adabelle Long Wun Poon, Wing Sze Ngan, Chung Hei Ho, Garvin Goepel, and 1 more

This paper discusses novel methods for and advantages of integrating augmented reality (AR) and photogrammetry in hand clay-sculpting workflows. These techniques permit nontrained users to achieve higher precision during the sculpting process by holographicall...

Deep Green
2020 / ACADIA quarterly / 5 citations
No code
Claudia Pasquero, Marco Poletto

Ubiquitous computing enables us to decipher the biosphere’s anthropogenic dimension, what we call the Urbansphere (Pasquero and Poletto 2020). This machinic perspective unveils a new postanthropocentric reality, where the impact of artificial systems on the n...

Spatial Assembly with Self-Play Reinforcement Learning
2020 / ACADIA quarterly / 5 citations
No code
Tyson Hosmer, Panagiotis Tigas, David Reeves, Ziming He

We present a framework to generate intelligent spatial assemblies from sets of digitally encoded spatial parts designed by the architect with embedded principles of prefabrication, assembly awareness, and reconfigurability. The methodology includes a bespoke c...

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