Keywords in Publications
keywordsNo. of Authors
ai-generated content (aigc) 7
generative ai 7
generative design 7
generative method 7
generative urban design 7
human-machine collaboration 7
urban form generation 7
deep learning 6
gis 5
3d visualization 4
building layout 4
design scenario 4
generative adversarial network (gan) 4
national scale 4
xgboost 4
aigc 3
air pollution 3
air quality 3
air taxi 3
anthropogenic methane 3
attention mechanism 3
automated site planning 3
built environment 3
ch4 3
data-driven 3
deep generative models 3
demand analysis 3
electric vertical take-off and landing (evtol) 3
generative adversarial networks (gan) 3
generative artificial intelligence (generative ai) 3
global warming 3
greenhouse gases 3
human perception 3
hybrid model 3
land price estimation 3
large language model 3
leed 3
literature review 3
machine learning 3
physics-based urban building energy modeling 3
planning guidance 3
recursive feature elimination 3
remote sensing 3
road safety 3
sectoral emissions 3
street view images 3
urban air mobility (uam) 3
urban air mobility life cycle 3
air pollution control 2
air quality index 2
air quality prediction 2
association rule analysis 2
association rule mining 2
bayesian optimization 2
bi-directional estimation 2
big data 2
big data techniques 2
biochemical oxygen demand 2
bootstrap-resampling-data-balancing method 2
building energy 2
climate factors 2
cost management 2
covid-19 2
deep matrix factorization 2
deep neural network 2
dynamic programming 2
electric power 2
energy use intensity 2
enhanced learning model 2
ensemble method 2
explainable ai 2
feature analysis 2
feature importance 2
felony assault 2
geographic information system 2
geographic lstm 2
gradient boost decision tree 2
grid importance rank 2
harbor water 2
hourly prediction 2
humidity 2
ignition process 2
imbalanced dataset 2
lag-flstm 2
land values per square foot 2
lightgbm 2
long short-term memory (lstm) 2
long-interval consecutive missing values 2
low-cost sensor 2
macro factors 2
meteorology 2
missing data 2
modular construction 2
multivariate inputs 2
neural network 2
pedestrian volume 2
place of interest 2
pm 2.5 2
pm2.5 2
pollutant emission 2
powerline vegetation faults 2
road-based analysis 2
run-off-road accidents 2
satellite 2
semi-supervised learning 2
siberia 2
sparse matrix 2
spatial analysis 2
spatial extrapolation 2
spatial proximity analysis 2
spatiotemporal distribution 2
the most influential areas 2
traffic accident fatality 2
traffic fatality rates 2
transfer learning 2
unlabeled samples 2
urban building energy modeling 2
urban buildings 2
urban morphology 2
variable importance 2
wildfire 2
work package 2
3d printing 1
adaboost decision tree 1
air quality forecasting 1
artificial neural network 1
artificial neural network (ann) 1
automated machine learning 1
bi-directional long short-term memory 1
building information modeling 1
building structure 1
case-based reasoning 1
city planning 1
classification 1
clean air action plan 1
climate change 1
clustering 1
computational design 1
construction automation 1
credit achievement 1
data mining 1
decision support system 1
decision support tool 1
emission 1
energy conservation 1
energy use intensity (eui) 1
environmental policy 1
factors analysis 1
feature selection 1
geographic information system (gis) 1
greedy forward search 1
green building 1
green building market 1
grid-based analysis 1
human exposure 1
industrialized building 1
influential feature analysis 1
intersection cycling safety 1
inverse distance weighting 1
large temporal resolution 1
leed-nc v2009 1
long short-term memory 1
multi-family residential buildings 1
neural networks 1
new stations 1
nitrogen dioxide 1
non-linear 1
non-linear machine learning 1
numerical simulation 1
origin-destination oriented crash rate 1
ozone 1
percentage of average score (pas) 1
performance optimisation 1
prefabrication 1
public health 1
random forest 1
random forests (rf) 1
random forests algorithm 1
regional effect 1
related credits 1
satellite observation 1
satellite observations 1
shap-based geospatial analysis 1
spatial transfer learning 1
spatialtemporal correlation 1
spatiotemporal phenomena 1
support vector regression (svr) 1
svm 1
target credit selection 1
traffic fatality 1
urbanization 1
visual risk factors 1
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Co-Investigators
InvestigatorsNo. of Grants
huang, jianxiang 1
zhang, xiaohu 1
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