PROJECT EXHIBITION
23—25 APRIL 2024
09:00—21:00
CAMPUS CENTRE, SUTD
PROJECT EXHIBITION
23—25 APRIL 2024
09:00—21:00
CAMPUS CENTRE, SUTD
PROJECT EXHIBITION
23—25 APRIL 2024
09:00—21:00
CAMPUS CENTRE, SUTD
PROJECT EXHIBITION
23—25 APRIL 2024
09:00—21:00
CAMPUS CENTRE, SUTD
CO-CREATE
AI-NITE

CONFERENCE

The main conference last for 3 days from 23-25 April 2024 and will consist of a series of talks and debates combined with parallel academic research paper presentation sessions. Follow the detailed programme schedule as posted below to connect to the different venues.

CONFERENCE PHOTOS

click here

SCHEDULE

DAY 1 | Saturday, 20 April 2024
09:30
CAMPUS CENTRE

Registration

10:00
THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 19

OPEN-SOURCE SENSORS: DATA-DRIVEN SUSTAINABLE DESIGN

12:00
CAMPUS CENTRE

LUNCH

13:00
THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 19

OPEN-SOURCE SENSORS: DATA-DRIVEN SUSTAINABLE DESIGN

18:00

BREAK

18:00
CAMPUS CENTRE

tea and coffee break/END OF DAY

19:00
MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

21:00

END OF DAY

DAY 2 | Sunday, 21 April 2024
09:00
CAMPUS CENTRE

Registration

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

09:30
THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

THINK TANK 22

Multi-Generative Agent Collective Decision-Making for Designers

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

12:00

LUNCH

13:00
THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

THINK TANK 22

Multi-Generative Agent Collective Decision-Making for Designers

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

18:00

BREAK

19:00
MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

21:00

End of Day

DAY 3 | Monday, 22 April 2024
09:00
CAMPUS CENTRE

Registration

10:00
THINK TANK 9

PGSC

THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

THINK TANK 14

Envisioning the future of Collaborative Design with Immersive Technologies

THINK TANK 22

Envisioning the future of Collaborative Design with Immersive Technologies

12:00

LUNCH

13:00
THINK TANK 9

PGSC

THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

THINK TANK 6

Resilient Heritage: Exploring Photogrammetry for Documentation and Preservation

THINK TANK 13

Utilizing XR Technology for Design and Reconstruction of Smooth Poly-hypar Gridshell

MULTI-PURPOSE HALL

FU-Drone: Aerial Robots for Accurate Fabrication

THINK TANK 1

Exploring with augmented reality-enabled human robotic collaboration (AR-HRC) system

THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

THINK TANK 14

Envisioning the future of Collaborative Design with Immersive Technologies

THINK TANK 22

Envisioning the future of Collaborative Design with Immersive Technologies

18:00

Break/ End of day

19:00
THINK TANK 17

Measuring People’s Senses of Places: Powered by VR and Physiological Measurements

THINK TANK 14

Envisioning the future of Collaborative Design with Immersive Technologies

21:00

End of DAY

DAY 4 | Tuesday, 23 April 2024
08:45
CAMPUS CENTRE

REGISTRATION

09:00
AUDITORIUM

WELCOME SPEECH FROM PRESIDENT CHONG

AUDITORIUM

CAADRIA INTRODUCTION

YCA

09:30
AUDITORIUM

KEYNOTE: PHILIP YUAN

10:15
CAMPUS CENTRE

TEA BREAK

10:30
1A SUTD LT 1

Generative, Algorithmic, & Evolutionary Design

Session Chair: Toshiki Hirano
1B SUTD LT 2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Jeroen van Ameijde
1C SUTD LT 3

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: Anastasia Globa
12:00
2A SUTD LT 1

VR/AR/XR & Interactive Environments

Session Chair: Sky Lo
2B SUTD LT 2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Wolfgang Dokonal
2C SUTD LT 3

Performance-based Design & Analytics

Session Chair: Likai Wang
13:30
CAMPUS CENTRE

LUNCH

14:30
3A SUTD LT 1

Artificial Intelligence & Machine Learning in Design

Session Chair: Walaiporn Nakapan
3B SUTD LT 2

Materials & Structures

Session Chair: Peter Bus
3C SUTD LT 3

Design Theory, Methods & Education

Session Chair: Halil Erhan
16:00
4A SUTD LT 1

Artificial Intelligence & Machine Learning in Urban Planning & Design

Collective, Collaborative & Interdisciplinary Design

Session Chair: Christianne Herr
4B SUTD LT 2

Digital Heritage

Design Theory, Methods & Education

Session Chair: Tomohiro Fukuda
4C SUTD LT 3

Building Information Modelling

Session Chair: Walaiporn Nakapan
17:30
CAMPUS CENTRE

END OF DAY/TRAVELLING TIME

19:00
NATIONAL DESIGN CENTRE AUDITORIUM

WELCOME SPEECH

NATIONAL DESIGN CENTRE AUDITORIUM

AI-NITE

KEYNOTE LECTURE

NATIONAL DESIGN CENTRE AUDITORIUM

INDUSTRY ROUNDTABLE:
ACCELERATED PRACTICE

21:00
NATIONAL DESIGN CENTRE AUDITORIUM

RECEPTION

21:15
NATIONAL DESIGN CENTRE ATRIUM

EXHIBITION LAUNCH

23:00

END OF DAY

DAY 5 | Wednesday, 24 April 2024
08:45
CAMPUS CENTRE

REGISTRATION

9:15
5A SUTD LT1

Artificial Intelligence & Machine Learning in Design

Session Chair: Anastasia Globa
5B SUTD LT2

Building Information Modelling

Session Chair: Sumbul Khan
5C SUTD LT3

Generative, Algorithmic, & Evolutionary Design

Session Chair: June-Hao Hou
10:45
CAMPUS CENTRE

TEA BREAK

11:00
6A SUTD LT 1

Collective, Collaborative & Interdisciplinary Design

Session Chair: Teng-Wen
6B SUTD LT 2

Robotics, Digital Fabrication & Construction

Session Chair: Paul Loh
6C SUTD LT 3

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: Rudi Stouffs
12:30
CAMPUS CENTRE

LUNCH

13:30
7A SUTD LT 1

Performance-based Design & Analytics

Session Chair: Pia Fricker
7B SUTD LT 2

Digital Heritage

Session Chair: Bob Martens
7C SUTD LT 3

Design Theory, Methods & Education

Session Chair: Chor-Kheng Lim
15:00
CAMPUS CENTRE

TEA BREAK

15:30
8A SUTD LT 1

Artificial Intelligence & Machine Learning in Design

Session Chair: Halil Erhan
8B SUTD LT 2

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: June-Hao Hou
8C SUTD LT 3

VR/AR/XR & Interactive Environments

Session Chair: Bige Tunçer
17:00
AUDITORIUM

Keynote : Jin Joon lee

18:00
AUDITORIUM

ROUNDTABLE:

ACCELERATED RESEARCH

19:00

END OF DAY

DAY 6 | Thursday, 25 April 2024
08:30
CAMPUS CENTRE

REGISTRATION

09:00
9A SUTD LT1

Artificial Intelligence & Machine Learning in Design

Session Chair: Teng-Wen
9B SUTD LT2

VR/AR/XR & Interactive Environments

Session Chair: Tomohiro Fukuda
9C SUTD LT3

Urban Analytics

Session Chair: Wolfgang Dokonal
10:30
CAMPUS CENTRE

TEA BREAK

10:45
10A SUTD LT1

Materials & Structures

Session Chair: Paul Loh
10B SUTD LT2

Performance-based Design & Analytics

Session Chair: Bige Tunçer
10C SUTD LT3

VR/AR/XR & Interactive Environments

Session Chair: Sky Lo
12:15
11A SUTD LT1

Robotics, Digital Fabrication & Construction

Session Chair: Sherif Abdelmohsen
11B SUTD LT2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Rudi Stouffs
11C SUTD LT3

Materials & Structures

Session Chair: Peter Bus
13:45
CAMPUS CENTRE

LUNCH

14:30
AUDITORIUM

ANNUAL GENERAL MEETING

16:00
AUDITORIUM

KEYNOTE: AKIHISA HIRATA

16:45
AUDITORIUM

CLOSING CEREMONY

18:00
ASIAN CIVILISATIONS MUSEUM

DINNER GALA

Empress Restaurant, 1 Empress Pl, #01-03 Asian Civilisations Museum

20:00
NATIONAL DESIGN CENTRE

AFTER PARTY

00:00

END OF DAY

DAY 7 | Friday, 26 April 2024
19:00
GEYLANG, SINGAPORE

POST-CONFERENCE TOUR

(REGISTER HERE)

10:00    THINK TANK 15

Mixed Reality Soundscape to Enhance Spatial Wayfinding

LIST OF PAPERS

dummies
dummies
10:00    THINK TANK 19

OPEN-SOURCE SENSORS: DATA-DRIVEN SUSTAINABLE DESIGN

LIST OF PAPERS

rendering
10:30    1A SUTD LT 1

Generative, Algorithmic, & Evolutionary Design

Session Chair: Toshiki Hirano

LIST OF PAPERS

FROM SKETCH TO DESIGN: A CROSS-SCALE WORKFLOW FOR PROCEDURAL GENERATIVE URBAN DESIGN
TURNING EMPIRICAL KNOWLEDGE INTO DIGITAL ASSETS: A WORKFLOW ASSISTING INTERN ARCHITECTS IN HIGH-RISE CONCEPTUAL DESIGN
RULE-BASED GENERATION OF INTERWOVEN ASSEMBLIES IN ARCHITECTURAL DESIGN: A COMPUTATIONAL APPROACH INTEGRATING ATTRIBUTE GRAMMAR
FORMAL VARIATION EXPLORATION FOR PERFORMANCE-BASED BUILDING MASSING DESIGN OPTIMIZATION
RE-IMAGINING THE URBAN DEVELOPMENT OF WESTERN SYDNEY
SIMFORMS: A WEB-BASED GENERATIVE APPLICATION FUSING FORMS, METRICS, AND VISUALS FOR EARLY-STAGE DESIGN
10:30    1B SUTD LT 2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Jeroen van Ameijde

LIST OF PAPERS

ESTIMATING OPERATIONAL GREENHOUSE GAS EMISSIONS IN THE BUILT ENVIRONMENT USING AN URBAN DIGITAL TWIN: SUSTAINABLE CITY MANAGEMENT TOOL FOR DECARBONISATION OF CITIES
AN ONTOLOGY-BASED REASONING FRAMEWORK: TOWARDS MULTI-LEVEL AND DATA-EFFICIENT BUILDING MATERIAL STOCK MODELLING
ASSESSING HEAT EXPOSURE RISKS AMONG DIFFERENT URBAN DEMOGRAPHICS TO ENHANCE PUBLIC HEALTH DURING HEAT WAVES: A CASE STUDY IN NANJING
A REVIEW OF COMPACTNESS INDEXES OF FORM IN COMPUTATIONAL URBAN DESIGN
ASSESSING PATH CHOOSING IN MOUNTAINOUS CITIES VIA PEDESTRIAN NETWORK DATA AND SUBWAY STATION OBSERVATIONS: A CASE STUDY OF JIEFANGBEI, CHONGQING
10:30    1C SUTD LT 3

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: Anastasia Globa

LIST OF PAPERS

A DISCRIMINATOR WITH DEEP LEARNING (RESNET-LST) FOR EVALUATING THE IMPACT OF URBAN MORPHOLOGICAL INDICATORS ON URBAN LAND SURFACE TEMPERATURES
CHARACTERIZING RESIDENTIAL BUILDING PATTERNS IN HIGH- DENSITY CITIES USING GRAPH CONVOLUTIONAL NEURAL NETWORKS
A FRAMEWORK FOR FINE-TUNING URBAN GANS USING DESIGN DECISION DATA GENERATED BY ARCHITECTS THROUGH GANS APPLICATIONS
COCOBOT: DEVELOPING A CONSENT COMMUNICATION TOOL BASED ON CO-EVOLUTIONARY MODEL
ANALYSIS OF DIFFERENCES IN STREET VISUAL WALKABILITY PERCEPTION BETWEEN DCNN AND VIT MODEL BASED ON PANORAMIC STREET VIEW IMAGES
12:00    2A SUTD LT 1

VR/AR/XR & Interactive Environments

Session Chair: Sky Lo

LIST OF PAPERS

INTERDISCIPLINARY COLLABORATION IN THE DESIGN PROCESS OF INTERACTIVE EXHIBITS FOCUSING ON NEW MATERIALS
S(X)OUNDSCAPE DESIGN BASED ON VIRTUAL AFFORDANCES
GENERATING 4D PLANT MODELS FOR VIRTUAL REALITY ENVIRONMENTS USING THE INSTANT NEURAL GRAPHICS PRIMITIVES AND STABLE DIFFUSION MODEL
IMPROVING METRO STATION NAVIGATION: FINDINGS FROM AN ONLINE VIRTUAL REALITY WAYFINDING EXPERIMENT
12:00    2B SUTD LT 2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Wolfgang Dokonal

LIST OF PAPERS

INFORMED DESIGN OF PEDESTRIAN PATHWAYS
INCONSISTENT AFFECTIVE REACTION: SENTIMENT OF PERCEPTION AND OPINION IN URBAN ENVIRONMENTS
EXPLORING VISUAL FACTORS INFLUENCING WOMEN'S PERCEIVED INSECURITY IN METRO STATIONS AND ADJACENT BUILT ENVIRONMENTS: A CASE STUDY OF MILAN, ITALY
INTERACTIVE MEDIATISED URBANISM: SHAPING HIGH EMOTIONAL VALUE FOOD CONSUMPTION SPACES WITH HUMAN DATA ON SOCIAL MEDIA
EXPLORING NONLINEAR RELATIONSHIP BETWEEN BUILT ENVIRONMENT AND STREET VITALITY USING MACHINE LEARNING: A CASE STUDY OF DING SHU, CHINA
12:00    2C SUTD LT 3

Performance-based Design & Analytics

Session Chair: Likai Wang

LIST OF PAPERS

A PARAMETRIC METHOD IN ROOM ACOUSTICS SIMULATION WITH PERFORMANCE VERIFICATION: REAL-TIME RAY TRACING TECHNIQUES IN PARAMETRIC MODELLING
BRIDGING EXTERIOR AND INTERIOR CLIMATE: INTERDISCIPLINARY DESIGN OF A DUAL-FUNCTIONAL ADAPTIVE KINETIC FACADE PROTOTYPE
AN APPROACH TO IMPROVE INDIVIDUAL THERMAL COMFORT BASED ON MOBILE MEASUREMENT OF BIOLOGICAL REACTION TO PROXIMATE THERMAL ENVIRONMENT
A PHYGITAL FORM-FINDING METHOD FOR BODY-SCALE SOUNDSCAPE INSTALLATION WITH FLEXIBLE MATERIALS
A KNOWLEDGE GRAPH MODEL FOR PERFORMANCE-BASED GENERATIVE DESIGN AND ITS APPLICATIONS IN ACCELERATED DESIGN
14:30    3A SUTD LT 1

Artificial Intelligence & Machine Learning in Design

Session Chair: Walaiporn Nakapan

LIST OF PAPERS

ADAPTING THE SOFTWARE DESIGN PATTERN MODEL FOR AI- ENABLED DESIGN COMPUTING
A METHOD FOR REAL-TIME PREDICTION OF INDOOR NATURAL VENTILATION IN RESIDENTIAL BUILDINGS
A RAPID PREDICTION MODEL FOR VIEW-BASED GLARE PERFORMANCE WITH MULTIMODAL GENERATIVE ADVERSARIAL NETWORKS
THE INTERSECTION OF TECHNOLOGY AND ARCHITECTURE_ SMARTPHONE PHOTOGRAPHY IN CARBON ANALYSIS
A PATTERN COLORING METHOD USING RANK-BASED INTERACTIVE EVOLUTIONARY ALGORITHM
14:30    3B SUTD LT 2

Materials & Structures

Session Chair: Peter Bus

LIST OF PAPERS

3D PRINTING SELF-SHADING WALL STRUCTURE WITH EARTH: ENHANCING THERMAL PROPERTIES IN EARTHEN ARCHITECTURE THROUGH COMPUTATIONAL TOOL PATH DESIGN, INSPIRED BY NATURE AND VERNACULAR ARCHITECTURE
A BIOMIMETIC ROBOTIC SYSTEM WITH TENSEGRITY-BASED COMPLIANT MECHANISM
A MODULUS-BASED ENCODING METHOD FOR CONTINUOUS GRADI- ENT PATTERN IN ARCHITECTURAL KNITTED FABRICS
A STUDY OF VIABILITY AND CHARACTERISTIC OF 3D-PRINTABLE MORTAR WITH YELLOW RIVER SAND
A CASE STUDY ON STRUCTURAL MORPHOLOGY OF BAMBOO WOVEN STRUCTURE: FORMAL AND STRUCTURAL INTEGRATION IN WEAVING
14:30    3C SUTD LT 3

Design Theory, Methods & Education

Session Chair: Halil Erhan

LIST OF PAPERS

ARCHITECT'S RESPONSES TO PRACTICING GENERATIVE DESIGN FOR FORM FINDING IN THE SCHEMATIC DESIGN STAGE
DECISIONS WE SHOULD PUT IN THE ALGORITHM: MAPPING ARCHITECTS' ATTITUDES TOWARDS COMPUTATIONAL AND AI-POWERED TOOLS FOR PRACTICE
BACK TO BLACK BOXES? AN URGENT CALL FOR DISCUSSING THE IMPACTS OF THE EMERGENT AI-DRIVEN TOOLS IN THE ARCHITECTURE DESIGN EDUCATION
ARCHISEARCH: A TEXT-IMAGE INTEGRATED CASE-BASED SEARCH ENGINE IN ARCHITECTURE USING SELF-ORGANIZING MAPS
ALGORITHMIC DESIGN EXPLAINED: DECOMPOSING PARAMETRIC 3D PROBLEMS INTO 2D VISUAL ILLUSTRATIONS
16:00    4A SUTD LT 1

Artificial Intelligence & Machine Learning in Urban Planning & Design

Collective, Collaborative & Interdisciplinary Design

Session Chair: Christianne Herr

LIST OF PAPERS

TERRITORIAL SABOTAGE: FROM TRACING SEOUL'S POSSIBILITIES TO RECOMPOSITING ITS URBAN IDENTITY
TEXT-TO-CITY: CONTROLLABLE 3D URBAN BLOCK GENERATION WITH LATENT DIFFUSION MODEL
PARTICIPATORY SPACE AUTO-ENCAPSULATION: BRIDGING HUMAN RELATIONSHIPS TO BUILDING TYPOLOGY WITH MACHINE INTELLIGENCE
RE-COMMONING URBAN SPACES FROM THE BOTTOM-UP: EMPOWERING URBAN COMMUNITIES: A DIGITAL TOOLBOX FOR BOTTOM-UP INTERVENTION IN KOTTBUSSER TOR, BERLIN
16:00    4B SUTD LT 2

Digital Heritage

Design Theory, Methods & Education

Session Chair: Tomohiro Fukuda

LIST OF PAPERS

LEARNING THROUGH MAKING USING AUGMENTED REALITY: A CASE STUDY IN ACCELERATED LEARNING
ON THE INFORMATION SCAPE OF SPACES
USER-CENTERED DESIGN (UCD) BASED WEB VR FOR THE VALUE OF CULTURAL HERITAGE
UTILISING UV-MAPPING FOR THE 3D-POINT CLOUD SEGMENTATION OF ARCHITECTURAL HERITAGE
16:00    4C SUTD LT 3

Building Information Modelling

Session Chair: Walaiporn Nakapan

LIST OF PAPERS

URBANSIGHT: APPLICATION OF DIGITAL TWIN TO AUGMENTED REALITY
REVIEW ON THE USE OF CONVERSATIONAL AI NPC AVATARS IN TEACHING AND LEARNING BIM: A PRELIMINARY OBSERVATION OF ITS INTRODUCTION IN A BUILT ENVIRONMENT RELATED COURSE IN SINGAPORE
PREDICTING PEDESTRIAN TRAJECTORIES IN ARCHITECTURAL SPACES: A GRAPH NEURAL NETWORK APPROACH
9:15    5A SUTD LT1

Artificial Intelligence & Machine Learning in Design

Session Chair: Anastasia Globa

LIST OF PAPERS

AI-ENHANCED PERFORMATIVE BUILDING DESIGN OPTIMIZATION AND EXPLORATION: A DESIGN FRAMEWORK COMBINING COMPUTATIONAL DESIGN OPTIMIZATION AND GENERATIVE AI
CHATDESIGN: BOOTSTRAPPING GENERATIVE FLOOR PLAN DESIGN WITH PRE-TRAINED LARGE LANGUAGE MODELS
ARCHICLIP: ENHANCED CONTRASTIVE LANGUAGE-IMAGE PRE-TRAINING MODEL WITH ARCHITECTURAL PRIOR KNOWLEDGE
CAN GENERATIVE AI MODELS COUNT? FINETUNING STABLE DIFFUSION FOR ARCHITECTURE IMAGE GENERATION WITH DESIGNATED FLOOR NUMBERS USING A SMALL DATASET
ARCHITECTURAL GENERATIVE MODEL EVALUATION METHODS_ IMAGE QUALITY ASSESSMENT METRICS AND EXPERT-BASED APPROACH
9:15    5B SUTD LT2

Building Information Modelling

Session Chair: Sumbul Khan

LIST OF PAPERS

BIM-ENABLED REGULATORY DESIGN RULE CHECKING FOR BUILDING CIRCULATION
EXTRACTING SPATIAL STRUCTURE FROM BUILDING INFORMATION MODELS
MORE WORDS FROM FACILITY OPERATION MANAGERS: TEXT-BASED BUILDING INFORMATION FOR INCLUSIVE ACCESSIBILITY
BRIDGING BIM AND AI: A GRAPH-BIM ENCODING APPROACH FOR DETAILED 3D LAYOUT GENERATION USING VARIATIONAL GRAPH AUTOENCODER
BATCHPLAN: A LARGE SCALE SOLUTION FOR FLOOR PLAN EXTRACTION
9:15    5C SUTD LT3

Generative, Algorithmic, & Evolutionary Design

Session Chair: June-Hao Hou

LIST OF PAPERS

EXPLORING RULE-BASED DISCRETE TIMBER DESIGN WITH MORTISE-TENON JOINTS
CLICKING IS ALL YOU NEED: IMPLEMENTING WAVE FUNCTION COLLAPSE IN EARLY STAGE DESIGN FOR MANUFACTURING AND ASSEMBLY PROJECTS
EXTRACTING ACTIONABLE INFORMATION FROM THE SITE CONTEXT USING A PHENOTYPE-BASED STRATEGY
A HYBRID MULTI-OBJECTIVE MODEL FOR MULTI-STORY WAREHOUSE DESIGN: A CASE STUDY IN SHENZHEN
ARCHITECTURAL TOPOLOGICAL FORM-FINDING INTEGRATING SOLID AND FLUID STRUCTURAL PERFORMANCES
11:00    6A SUTD LT 1

Collective, Collaborative & Interdisciplinary Design

Session Chair: Teng-Wen

LIST OF PAPERS

ENABLING DESIGN PARTNERSHIPS THROUGH PARAMETRIC DESIGN VISUALISATION: A CASE STUDY OF VISUAL COMMUNICATION TECHNIQUES IMPLEMENTED ON AN INFRASTRUCTURE DESIGN PROJECT WHERE PARTNERSHIP WITH INDIGENOUS COMMUNITIES WAS INTEGRAL TO SUCCESS
DIGITAL PARTICIPATION IN URBAN DESIGN AND PLANNING: ADDRESSING DATA TRANSLATION CHALLENGES IN URBAN POLICY- AND DECISION-MAKING THROUGH VISUALIZATION TECHNIQUES
KIT-OF-PARTS DESIGN FOR ARCHITECTURE CO-CREATION GAMES
A CRITICAL REVIEW OF DATA DEMOCRATISATION AND ITS ADOPTION IN DESIGNING BUILT-ENVIRONMENTS
D-ARE: A LOCATION-BASED AUGMENTED REALITY TOOL FOR PUBLIC ENGAGEMENT IN DESIGN OF BUILT ENVIRONMENT
11:00    6B SUTD LT 2

Robotics, Digital Fabrication & Construction

Session Chair: Paul Loh

LIST OF PAPERS

3D CONCRETE PRINTING FRAME STRUCTURE IN GRANULAR MEDIUM
ASSEMBLY OF SPACE FRAMES IN HYBRID TEAMS: ADAPTIVE DIGITAL FABRICATION WORKFLOWS FOR HUMAN-ROBOT COLLABORATION
AN ADAPTIVE STRUCTURE PROTOTYPE DESIGN METHOD BASED ON DISCRETE MODULAR ASSEMBLY SYSTEM
BENDSCAPE: OPTIMIZED MANUFACTURING BY INCORPORATING TOOL DEVELOPMENT AND MACHINING IN DESIGN
3D CONCRETE PRINTING IN A CIRCULAR ECONOMY: WHAT WE CAN LEARN FROM A 3DCP SLAB DESIGNED FOR DISASSEMBLY
11:00    6C SUTD LT 3

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: Rudi Stouffs

LIST OF PAPERS

SURVEY OF BUILT ENVIRONMENT IN THE ERA OF UAV: FROM AERIAL PHOTOGRAMMETRY TO POINT CLOUD CLASSIFICATION
DISTRIBUTION OF CARBON STORAGE AND POTENTIAL STRATEGIES TO ENHANCE CARBON SEQUESTRATION CAPACITY IN SINGAPORE: A STUDY-BASED ON MACHINE LEARNING SIMULATION AND GEOSPATIAL ANALYSIS
CONVOLUTIONAL NEURAL NETWORK-BASED PREDICTIONS OF POTENTIAL FLASH FLOOD HOTSPOTS IN SINGAPORE: INSIGHTS AND STRATEGIC INTERVENTIONS
COMBINING SOCIAL MEDIA IMAGES AND BITEMPORAL SATELLITE IMAGES FOR AUTOMATED DETECTION OF DAMAGED AREAS AFTER FLOODING
DO VISUALLY PERCEIVED DESIGN QUALITIES INFLUENCE DOCKLESS BIKESHARE CYCLING ROUTES? A CASE STUDY OF ITHACA USING GPS TRAJECTORIES
13:30    7A SUTD LT 1

Performance-based Design & Analytics

Session Chair: Pia Fricker

LIST OF PAPERS

EXPLAINABLE AI AND MULTI-OBJECTIVE OPTIMIZATION FOR ENERGY RETROFITS IN RESIDENTIAL NEIGHBORHOODS
COASTAL INFRASTRUCTURE DESIGN: RESEARCHING SEA-WAVES AND TEXTURED SURFACES INTERACTION USING PHYSICAL AND VIRTUAL WAVE FLUMES
DESIGN OPTIMIZATION THROUGH CFD-ABMS INTEGRATION FOR CONTROLLING VIRUS SPREAD
UNCOVERING THE CIRCULAR POTENTIAL: ESTIMATING MATERIAL FLOWS FOR BUILDING SYSTEMS COMPONENTS REUSE IN THE SWISS BUILT ENVIRONMENT
DESIGN FACTOR-ORIENTED LIFE-CYCLE ENERGY OPTIMISATION FOR EARLY-STAGE BUILDING DESIGN
D-PREDICT: INTEGRATING GENERATIVE DESIGN AND SURROGATE MODELLING WITH DESIGN ANALYTICS
13:30    7B SUTD LT 2

Digital Heritage

Session Chair: Bob Martens

LIST OF PAPERS

REIMAGINING MUQARNAS: EXPLORING GENERATIVE DESIGN FOR INNOVATIVE PATTERNS IN IRANIAN-ISLAMIC ARCHITECTURE
INVESTIGATING CONDENSATION RISKS ON HERITAGE BUILDING SURFACES USING BLINN-PHONG BRDF MODEL AND ATTRIBUTE INFORMATION OF POINT CLOUD DATA
ENHANCING CULTURAL HERITAGE DIGITALIZATION AND VISITOR ENGAGEMENT THROUGH LIDAR SCANNING AND GAMIFICATION
DEEP WINNING FORM: MACHINE INVESTIGATION OF ARCHITECTURAL QUALITY
CHARACTERIZATION OF THE CHINESE TRADITIONAL VILLAGES BASED ON THE MORPHOLOGICAL CLUSTERING AND KNOWLEDGE GRAPH
13:30    7C SUTD LT 3

Design Theory, Methods & Education

Session Chair: Chor-Kheng Lim

LIST OF PAPERS

EDUVERSE: EXPLORING GAMIFICATION AND THE METAVERSE IN ARCHITECTURAL PEDAGOGY
EVOLVING ARCHITECTURAL PARADIGMS: A STUDY OF LEVELS OF AUTOMATION INI ARCHITECTURE
EMPIRICAL INSIGHTS INTO ARCHITECTURAL AESTHETICS: A NEUROSCIENTIFIC PERSPECTIVE
FROM PENCIL TO PIXEL: THE EVOLUTION OF DESIGN IDEATION TOOLS
15:30    8A SUTD LT 1

Artificial Intelligence & Machine Learning in Design

Session Chair: Halil Erhan

LIST OF PAPERS

DSNL IN ARCHITECTURE-- A DEEP LEARNING APPROACH TO DECIPHERING ARCHITECTURAL SKETCHES AND FACILITATING HUMAN-AI INTERACTION
GRAPH2PIX: A GENERATIVE MODEL FOR CONVERTING ROOM ADJACENCY RELATIONSHIPS INTO LAYOUT IMAGES
DEEP SPATIAL MEMORY: QUANTIFYING ARCHITECTURAL SPATIAL EXPERIENCES THROUGH AGENT-DRIVEN SIMULATIONS AND DEEP LEARNING
LATENT PETROGLYPHS: PATTERN EXTRACTION FROM PREHISTORIC ROCK ART THROUGH GENERATIVE WORKFLOWS FOR A DESIGN PROJECT IN GREECE
FROM TOPOLOGY TO SPATIAL INFORMATION_ A COMPUTATIONAL APPROACH FOR GENERATING RESIDENTIAL FLOORPLANS
15:30    8B SUTD LT 2

Artificial Intelligence & Machine Learning in Urban Planning & Design

Session Chair: June-Hao Hou

LIST OF PAPERS

DENSITY GRADIENT CONCRETE FABRICATION WITH INJECTION 3D GYPSUM PRINTING
PERCEPTION AND REALITY: URBAN GREEN SPACE ANALYSIS USING LANGUAGE MODEL-BASED SOCIAL MEDIA INSIGHTS, A CASE STUDY WITHIN SHANGHAI'S INNER RING
SENSING STREETS: EXPLORING THE ASSOCIATION BETWEEN CITYSCAPE QUALITIES AND STREET PERCEPTIONS USING STREET VIEW IMAGERY AND NATURAL LANGUAGE PROCESSING
LEVERAGING SOCIAL MEDIA AND NATURAL LANGUAGE PROCESSING FOR UNDERSTANDING CULTURAL PERCEPTION IN URBAN RENEWAL: INSIGHTS FROM NANTOU WALLED CITY
PREDICTION, SIMULATION AND EVALUATION OF STAY BEHAVIOR IN PUBLIC SPACE INTEGRATED WITH MICROCLIMATE
15:30    8C SUTD LT 3

VR/AR/XR & Interactive Environments

Session Chair: Bige Tunçer

LIST OF PAPERS

MULTISENSORY DESIGN IN VR: IMPLEMENTING DIGITAL SMELL TECHNOLOGIES FOR ARCHITECTURE
REAL-TIME USER EXPERIENCE AND EMOTIONAL STATE TRACKING IN INDOOR ARCHITECTURAL SPACES USING CHATGPT API AND EEG
NIGHTTIME OUTDOOR LIGHTING ENVIRONMENT DESIGN SYSTEM USING WEB-BASED MIXED REALITY TO REDUCE LIGHT POLLUTION
MICRO-SPATIAL ELEMENTS AND THEIR IMPACT ON SOCIO-SPATIAL BEHAVIOUR: A STUDY IN VIRTUAL REALITY
WEB-BASED 3D HEATMAP VISUALIZATION OF SPATIAL COGNITION USING EEG AND EYE TRACKING DATA
PERCEPTUAL MATERIALIZATION FOR SPACE INTERFACE: EXPLORING THE INTERACTIVE GENERATION DESIGN METHOD AND APPLICATION OF SPACE INTERFACE VIA EEG REVELED VISUAL PERCEPTION
09:00    9A SUTD LT1

Artificial Intelligence & Machine Learning in Design

Session Chair: Teng-Wen

LIST OF PAPERS

ACCELERATING FUTURE SCENARIO DEVELOPMENT FOR CONCEPT DESIGN WITH TEXT-BASED GENAI (CHATGPT)
LEARNING AND GENERATING SPATIAL CONCEPTS OF MODERNIST ARCHITECTURE VIA GRAPH MACHINE LEARNING
PSEUDO-CROSS-MODAL TRANSLATION: BRIDGING ARCHITECTURAL PLAN AND PERSPECTIVE THROUGH A PIX2PIX NETWORK
DRAG2BUILD INTERACTIVE POINT-BASED MANIPULATION OF 3D ARCHITECTURAL POINT CLOUDS GENERATED FROM A SINGLE IMAGE
09:00    9B SUTD LT2

VR/AR/XR & Interactive Environments

Session Chair: Tomohiro Fukuda

LIST OF PAPERS

EXPLORING SPATIAL ARRANGEMENT OF LOCKER AREA IN SKI RESORT HALL FOR ENHANCING INTERPERSONAL DISTANCING USING UNITY ENGINE
VAULT.SPACE: AN EVALUATION OF THE METAVERSE ICONIC LANDMARKS OF SINGAPORE ISLAND ON A HYBRID MAP
THE STUDY ON AUGMENTED REALITY POSITIONING MAPS FOR HISTORICAL AND CULTURAL SITE NAVIGATION
VIRTUAL SPACE GENERATION METHOD DRIVEN BY INTEGRATED MULTI-SENSORY FEEDBACK DATA
SPACESHIFTER A Virtual Environment with Emotional Intelligence
09:00    9C SUTD LT3

Urban Analytics

Session Chair: Wolfgang Dokonal

LIST OF PAPERS

SHARED PATHWAY ANALYSIS FOR PEDESTRIANS, CYCLISTS AND EPMD USERS
LAYOUT EVALUATION AND OPTIMIZATION STRATEGY FOR RETAIL SPACE INTEGRATION INTO EXISTING SUBWAY STATIONS: AN AGENT-BASED MODELLING APPROACH, A CASE STUDY OF BEIJING SUBWAY LINE 4 XIYUAN STATION
QUANTIFYING AND MITIGATING NEIGHBOURHOOD TRANSPORTATION CO2 EMISSIONS THROUGH DATA-DRIVEN URBAN DESIGN
REVISITING WILLIAM H. WHYTE'S DIAGRAM: AN INTERACTIVE VIDEO-TRACKING METHOD FOR MODELLING SPATIOTEMPORAL HUMAN BEHAVIOURS WITHIN DYNAMIC ZONING GEOMETRIES
SCALE MISMATCHING: PREVALENT COMPACTNESS INDEXES OF URBAN FORM DO NOT WORK IN COMPUTATIONAL URBAN DESIGN
10:45    10A SUTD LT1

Materials & Structures

Session Chair: Paul Loh

LIST OF PAPERS

CURVED GLULAM ARCHITECTURE DESIGN OPTIMISATION FOR LOW-TECH CONSTRUCTION: THE FABRICATION AND CONSTRUCTION OF KATENARA
RE-MYCE: MYCELIUM BIOCOMPOSITE BASED FACADE SYSTEM OPTIMIZATION FOR LAND-SLIDE-RESISTANT STRUCTURE IN YUNNAN MOUNTAINOUS REGION
FUNGUS MESH: NON-WOVEN SELF-SUPPORTING ASSEMBLIES
CO-INTELLIGENT DESIGN TOWARD MODULAR STRUCTURES
DIATOMA: A BIOMIMETIC FABRICATION-AWARE LIGHTWEIGHT PAVILION
10:45    10B SUTD LT2

Performance-based Design & Analytics

Session Chair: Bige Tunçer

LIST OF PAPERS

MULTISPECIES BUILDING ENVELOPES: ADOPTING PLANT HABITAT SUITABILITY MODELLING FOR ECOLOGICAL DESIGN DECISION-MAKING
INTEGRATING GENETIC ALGORITHMS AND RBF NEURAL NETWORKS IN THE EARLY DESIGN STAGE OF GYMNASIUM FOR MULTI-OBJECTIVE OPTIMIZATION FRAMEWORK
MIXED-USE ECO-COMPUTATIONAL DESIGN IN HOT CLIMATES: A TWO-STEP CROSS-CLIMATE PARAMETRIC WORKFLOW
MAKING A CASE FOR DESIGN ANALYTICS: COMPLEMENTING DESIGNERS' TOOLBOX FOR DATA-INFORMED CREATIVE DECISION-MAKING
GLARE PREDICTION IN CHECK-IN HALLS OF AIRPORT TERMINALS USING INTEGRATED ALGORITHMS AND TRANSFER LEARNING STRATEGY: A CASE STUDY OF GUANGZHOU BAIYUN INTERNATIONAL AIRPORT
10:45    10C SUTD LT3

VR/AR/XR & Interactive Environments

Session Chair: Sky Lo

LIST OF PAPERS

DESIGNING A DYNAMICALLY CONFIGURABLE DIGITAL TWIN FOR HUMAN-ROBOT COLLABORATION TASKS: A CASE OF WORKING ENVIRONMENT CONFIGURATION FOR THE ROBOTIC LAB
EMO-SPACE: A COMPUTATIONAL MODEL FOR INTERCATION BETWEEN EMOTIONS AND SPACE
A PNEUMATIC SYSTEM DESIGN TOOLKIT FOR LEARNING AND CREATIVE APPLICATIONS
ELECTROENCEPHALOGRAM (EEG) BASED EMOTIONAL LIGHTING DESIGN USING DEEP-LEARNING FOR A USER-CENTRIC APPROACH
A COMPARATIVE ANALYSIS OF DIFFERENT LOCOMOTION IN VIRTUAL REALITY AND THEIR CONSEQUENCE IN SPATIAL COGNITION
12:15    11A SUTD LT1

Robotics, Digital Fabrication & Construction

Session Chair: Sherif Abdelmohsen

LIST OF PAPERS

EXTRUDING DREDGED-BASED MATERIAL FOR CONCRETE FORMWORK THROUGH RAPID LIQUID PRINTING
WOODENWOOD: INTEGRATING WOOD WASTE IN DESIGN THROUGH ROBOTIC PRINTING AND TRADITIONAL CRAFT
MASS-CUSTOMIZATION OF INTEGRATED GREEN WALL BUILDING BLOCKS THROUGH CLAY PRINTING FORMWORK
RECIPROFRAME TIMBER GRIDSHELL: FROM CAM DATA INTERFACE MODELLING TO OPERATING INDUSTRIAL JOINERY MACHINE FOR SCALING UP REUSABLE TIMBER STRUCTURES
DESIGN STRATEGIES FOR REPAIR OF 3D PRINTED BIOCOMPOSITE MATERIALS
548 A Method For Designing A Breathing Modular Wall
12:15    11B SUTD LT2

Urban Analytics, Urban Modelling & Simulation

Session Chair: Rudi Stouffs

LIST OF PAPERS

THE EFFECTS OF CURBSIDE CAFÉS ON BIKE TRAVEL BEHAVIOURS_ SPATIOTEMPORAL EVIDENCE FROM TORONTO
UNRAVELING THE DYNAMICS OF URBAN CATERING: ANALYSING THE FACTORS IN SHAPING NEIGHBOURHOOD RESTAURANTS SCENERIES
URBAN SITE ADAPTIVE LAYOUT GENERATION: USER-CONFIGURABLE ALGORITHMS BASED ON MQP
VISUALISING SYDNEY’S URBAN GREEN: A WEB INTERFACE FOR MONITORING VEGETATION COVERAGE BETWEEN 1992 AND 2022 USING GOOGLE EARTH ENGINE
URBAN ANALYTICS AND GENERATIVE DEEP LEARNING FOR CONTEXT RESPONSIVE DESIGN IN DIGITAL TWINS: A SINGAPORE STUDY
12:15    11C SUTD LT3

Materials & Structures

Session Chair: Peter Bus

LIST OF PAPERS

WASTE NOT: BUILDING MATERIALS FOR A SUSTAINABLE FUTURE
SUSTAINABLE STRUCTURAL PROTOTYPE USING BAMBOO-BASED MYCELIUM COMPOSITE SUBSTRATE
RESEARCH ON THE GENERATION METHODS OF TOPOLOGICAL IN- TERLOCKING STRUCTURE ON SURFACES BASED ON GRID
19:00    GEYLANG, SINGAPORE

POST-CONFERENCE TOUR

(REGISTER HERE)

LIST OF PAPERS

RESI_HERITAGE

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