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