In|Between - Bartlett BPro Urban Design, UCL

EIRINI TSOUKNIDA XINZHUO ZHAO CHIA HSUN CHIANG

THE BARTLETT SCHOOL OF ARCHITECTURE UCL MARCH URBAN DESIGN B-PRO, RC 14

CONTENTS

_ INTRODUCTION

06

I _ DATA CROSSING

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DATA CROSSING - INTRO DEMOGRAPHIC ANALYSIS

POPULATION DENSITY ETHNICITY

OCCUPATION & QUALIFICATION

ANGULAR SEGMENT ANALYSIS CULTURAL ANALYSIS

II _ DATA ANALYSIS VISUAL FIELD - ISOVIST SOUND FIELD - SOUND SIMULATION REWRITING STEPS

III _ DATA ANALYTICS AND MACHINE LEARNING PAIRPLOTS: DATA DISTRIBUTION MACRO SCALE: PCA-KMEANS MESO SCALE: PCA-KMEANS

14 16 16 18 22 26 28

30 32 36 40

48 50 52 56

IV _ FLOW ANALYSIS AND SIMULATION SITE MOVEMENT - TRAFFIC VOLUME AND FLOW AGENT BASED SIMULATION MOVEMENT ANALYSIS MICRO SCALE: PCA-KMEANS

V _ INITIAL DESIGN FUNCTION GROWTH FROM POINT CLOUD TO METABALLS SPATIAL GROWTH FORM GENERATION FORM EXPLORATION

VI _ DESIGN OUTPUT

MASTERPLAN GENERATOR - RNN FINAL MASTERPLAN DESIGN COMPONENTS MASTERPLAN ANALYSIS NEURAL OUTPUT

60 62 66 70 72

74 76 78 80 88 90

98 100 102 104 106

VII _ INSTAGRAM ANALYSIS INSTAGRAM INTRODUCTION TEXT ANALYSIS - WORD TO VECTOR DAY AND NIGHT CLASSIFICATION COLOUR ANALYSIS MULTI-FUNCTION STRUCTURES - INSTAGRAM COLOURS

VIII _ FINAL VISUALISATIONS KINETIC TEMPORARY STRUCTURES - INSTAGRAM COLOURS RIVERSIDE

VIIII _ ARS ELECTRONICA EXHIBITION 2020 EXHIBITION ROOM DESIGN ARS ELECTRONICA EXHIBITION RECORD

108 110 112 116 118 124

126 128 130

134 136 138

Could river Thames be part of an innovative curational strategy, for London’s culture life?

Photo by: Claus Grünstäudl Free sourse in Unsplash

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CHAPTER I : DATA COLLECTION

DATA CROSSING - INTRO DEMOGRAPHIC ANALYSIS ANGULAR SEGMENT ANALYSIS CULTURAL ANALYSIS

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CHAPTER II : DATA ANALYSIS

VISUAL FIELD - ISOVIST SOUND FIELD - SOUND SIMULATION REWRITING STEPS

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CHAPTER III : DATA ANALYTICS AND MACHINE LEARNING

PAIRPLOTS: DATA DISTRIBUTION MACRO SCALE: PCA-KMEANS MESO SCALE: PCA-KMEANS

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CHAPTER IV : FLOW ANALYSIS AND SIMULATION

SITE MOVEMENT - TRAFFIC VOLUME AND FLOW AGENT BASED SIMULATION MOVEMENT ANALYSIS MICRO SCALE: PCA-KMEANS

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CHAPTER V : INITIAL DESIGN

FUNCTION GROWTH FROM POINT CLOUD TO METABALLS SPATIAL GROWTH FORM GENERATION FORM EXPLORATION

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CHAPTER VI: DESIGN OUTPUT

MASTERPLAN GENERATOR - RNN FINAL MASTERPLAN DESIGN COMPONENTS MASTERPLAN ANALYSIS NEURAL OUTPUT

100

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CHAPTER VII: INSTAGRAM ANALYSIS

INSTAGRAM INTRODUCTION TEXT ANALYSIS - WORD TO VECTOR DAY AND NIGHT CLASSIFICATION COLOUR ANALYSIS MULTI-FUNCTION STRUCTURES - INSTAGRAM COLOURS

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INSTAGRAM POSTS ANALYSIS 3000+ posts were scraped from Instagram within a certain boundary.

Aim to test the social acting area and the information area in the urban fabric. | 3278 POSTS IN SELECTED SITE | 1713 POSTS DEFINE BY ALGORITHM AS OUTDOOR | 1139 POSTS REMAINED AFTER REMOVING ADVERTISEMENT | 488 POSTS WITH 500+ LIKES

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CHAPTER VIII: FINAL VISUALISATIONS

KINETIC TEMPORARY STRUCTURES - INSTAGRAM COLOURS RIVERSIDE - PERSPECTIVE VIEW

CHAPTER VIII: ARS ELECTRONICA EXHIBITION 2020

EXHIBITION ROOM DESIGN ARS ELECTRONICA EXHIBITION RECORD

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