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CAAD Futures 2021: Los Angeles, CA, USA
- David Gerber, Evangelos Pantazis, Biayna Bogosian

, Alicia Nahmad, Constantinos Miltiadis
:
Computer-Aided Architectural Design. Design Imperatives: The Future is Now - 19th International Conference, CAAD Futures 2021, Los Angeles, CA, USA, July 16-18, 2021, Selected Papers. Communications in Computer and Information Science 1465, Springer 2022, ISBN 978-981-19-1279-5
Past Futures and Present Futures: Research and Pedagogy
- Catty Dan Zhang:

Digital Hot Air: Procedural Workflow of Designing Active Spatial Systems in Architecture Studio. 3-14 - Renata Castelo-Branco

, António Leitão
:
Comprehending Algorithmic Design. 15-35 - Yahya Lavaf-Pour

, Merate Barakat
, Anna P. Chatzimichali
:
Embedded Intelligent Empathy: A Systematic Review Towards a Conceptual Framework. 36-48 - Eliza Pertigkiozoglou

:
Screen Techniques: - Oscilloscopes and the Embodied Instrumentality of Early Graphic Displays. 49-61 - Todor Stojanovski

, Hui Zhang, Emma Frid
, Kiran Chhatre
, Christopher Peters
, Ivor Samuels, Paul Sanders
, Jenni Partanen
, Deborah Lefosse:
Rethinking Computer-Aided Architectural Design (CAAD) - From Generative Algorithms and Architectural Intelligence to Environmental Design and Ambient Intelligence. 62-83
Past Futures and Present Futures: Aesthetics and Ethics of Space
- Xinyu Zeng

, Bige Tunçer
:
Art Places and Their Impact on Property Prices of Condominiums in Singapore. 107-124 - Ming Tang

:
Social Distancing and Behavior Modeling with Agent-Based Simulation. 125-134 - Ana Herruzo

:
Interactive Media in Public Spaces: - Ethics of Surveillance, Privacy and Bias. 135-150 - Jonathan Klawitter

, Felix Klesen
, Alexander Wolff
:
Algorithms for Floor Planning with Proximity Requirements. 151-171
Architectural Automations and Augmentations: Design
- Jinmo Rhee, Pedro Veloso:

Type Investigation in the Form of High-Rise Building Using Deep Neural Network. 175-189 - Joy Mondal

:
Quantifying Differences Between Architects' and Non-architects' Visual Perception of Originality of Tower Typology Using Deep Learning. 203-221 - Orçun Koral Iseri

, Ipek Gürsel Dino
:
Building Archetype Characterization Using K-Means Clustering in Urban Building Energy Models. 222-236 - Bo Hyeon Park

, Kihoon Son
, Kyung Hoon Hyun
:
Interior Design Network of Furnishing and Color Pairing with Object Detection and Color Analysis Based on Deep Learning. 237-249 - Ban Liang Ling

, Bige Tunçer
:
A Phenotype-Based Representation that Quantifies Aesthetic Variables. 250-267 - Rudi Stouffs

:
A Multi-formalism Shape Grammar Interpreter. 268-287 - Likai Wang

:
Understanding the Span of Design Spaces - And Its Implication for Performance-Based Design Optimization. 288-297
Architectural Automations and Augmentations: Fabrication
- Luca Breseghello

, Roberto Naboni
:
Adaptive Toolpath: Enhanced Design and Process Control for Robotic 3DCP. 301-316 - Mehdi Farahbakhsh

, Alireza Borhani, Negar Kalantar, Zofia Rybkowski:
PRINT in PRINT: A Nested Robotic Fabrication Strategy for 3D Printing Dissolvable Formwork of a Stackable Column. 317-328 - Diego Pinochet

, Alexandros Tsamis
:
Path Optimization for Multi-material 3D Printing Using Self-organizing Maps. 329-343 - Ethan McDonald

, Steven Beites
, Marc Arsenault
:
CDPR Studio: A Parametric Design Tool for Simulating Cable-Suspended Parallel Robots. 344-359 - Kiefer Savage

, Nicholas Hoban
, Brady Peters
:
Gradient Acoustic Surfaces - The Design, Simulation, Robotic Fabrication of a Prototype Wall. 360-377 - Alicia Nahmad Vazquez

:
Evaluating Team Fluency in Human-Industrial Robot Collaborative Design Tasks. 378-402
Architectural Automations and Augmentations: Environment
- Linxue Li

, Chidi Wang
, Guichao Li
:
A Study on Urban Morphology and Outdoor Wind Environment of Riverside Historical Industrial Estate. 405-418 - Yu Cao

, Hao Zheng
, Shixing Liu
:
Measurement of Spatial Openness of Indoor Space Using 3D Isovists Methods and Fibonacci Lattices. 419-435 - Provides Ng

, Baha Odaibat, David Doria
, Alberto Fernández
:
An Info-Biological Theory Approach to Computer-Aided Architectural Design: UnSSEUS. 436-455 - Fatemeh Shahsavari

, Jeffrey D. Hart
, Wei Yan
:
Risk Assessment for Performance Driven Building Design with BIM-Based Parametric Methods. 456-472 - Francesco De Luca

:
Outdoor Comfort Analysis in a University Campus During the Warm Season and Parametric Design of Mitigation Strategies for Resilient Urban Environments. 473-493 - Kenneth Tracy

, Mahdi Jandaghimeibodi
, Sara Aleem, Rahil Gupta, Ying Yi Tan
:
AVM Pavilion: A Bio-inspired Integrative Design Project. 494-512
Architectural Automations and Augmentations: Spatial Computing
- Zohreh Shaghaghian

, Heather Burte
, Dezhen Song
, Wei Yan
:
Learning Geometric Transformations for Parametric Design: An Augmented Reality (AR)-Powered Approach. 515-527 - Cameron Wells, Marc Aurel Schnabel

, Andre Brown
, Tane Moleta
:
Designing with Your Eyes - Active and Two-Way Employment of Our Visual Sense. 528-537 - Mustafa Cem Günes

, Alican Mertan
, Yusuf Hüseyin Sahin
, Gozde Unal
, Mine Özkar
:
Synthesizing Point Cloud Data Set for Historical Dome Systems. 538-554

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