J-i-n-p-u
👀 I’m interested in the application AI and data-driven methods in Architecture Engineering and Construction (AEC) industry!
Stanford University
Pinned Repositories
Battery-Lifetime-Prediction-with-Limited-Cycle-Data
Applied machine-learning models, including linear regression, random forest regression, convolutional neural networks, and recurrent neural networks to make predictions on cell life.
Characterization-of-the-piglet-group-activities-with-structural-vibration
The project introduced the first system-PigSense to use structural vibration to track animals. The system uses physical knowledge of the structural vibration characteristics caused by pig-activity-induced load changes to recognize different behaviors of the sow and piglets.
CS231A-project
Reproduce the results Reproduce the results of 3D semantic instance segmentation with Mask3D
Fortuna-Cools-Life-Cycle-Assessment
Stanford team and Fortuna team worked together and conducted a formal life cycle assessment of Fortuna coolers.
J-i-n-p-u
Config files for my GitHub profile.
J-i-n-p-u.github.io
Long-term-Probabilistic-Forecasting-of-TBM-Operating-Parameters
A Long-term Probabilistic Forecasting Approach of TBM Operating Parameters based on Deep Learning
Pavement-Crack-Detection-based-on-Computer-Vision
An end-to-end pavement crack detection toolkit is developed based on computer vision
Sustainable-Urban-System
The Sustainable Urban Systems emphasis merges traditional data analytics with complex systems analysis to better inform decisions around the wicked problems of urban development like urban land use, mobility, sustainability and hazard analysis.
TBM-performance-prediction-and-rock-mass-grade
An LSTM-based model for TBM performance prediction and the effect of rock mass grade on prediction accuracy
J-i-n-p-u's Repositories
J-i-n-p-u/Battery-Lifetime-Prediction-with-Limited-Cycle-Data
Applied machine-learning models, including linear regression, random forest regression, convolutional neural networks, and recurrent neural networks to make predictions on cell life.
J-i-n-p-u/Long-term-Probabilistic-Forecasting-of-TBM-Operating-Parameters
A Long-term Probabilistic Forecasting Approach of TBM Operating Parameters based on Deep Learning
J-i-n-p-u/Pavement-Crack-Detection-based-on-Computer-Vision
An end-to-end pavement crack detection toolkit is developed based on computer vision
J-i-n-p-u/Sustainable-Urban-System
The Sustainable Urban Systems emphasis merges traditional data analytics with complex systems analysis to better inform decisions around the wicked problems of urban development like urban land use, mobility, sustainability and hazard analysis.
J-i-n-p-u/TBM-performance-prediction-and-rock-mass-grade
An LSTM-based model for TBM performance prediction and the effect of rock mass grade on prediction accuracy
J-i-n-p-u/Characterization-of-the-piglet-group-activities-with-structural-vibration
The project introduced the first system-PigSense to use structural vibration to track animals. The system uses physical knowledge of the structural vibration characteristics caused by pig-activity-induced load changes to recognize different behaviors of the sow and piglets.
J-i-n-p-u/CS231A-project
Reproduce the results Reproduce the results of 3D semantic instance segmentation with Mask3D
J-i-n-p-u/Fortuna-Cools-Life-Cycle-Assessment
Stanford team and Fortuna team worked together and conducted a formal life cycle assessment of Fortuna coolers.
J-i-n-p-u/J-i-n-p-u
Config files for my GitHub profile.
J-i-n-p-u/J-i-n-p-u.github.io
J-i-n-p-u/ML-Contests-Infrared-spectrum-classification
Classify solid samples according to their diffuse reflectance infrared spectra。
J-i-n-p-u/Long-term-probability-prediction-platform-of-urban-water-consumption
A water consumption probability prediction model based on a deep autoregressive model
J-i-n-p-u/Pilot-Air-Quality-Analysis-in-the-Bay-Area
Characterize communities’ air quality and explore the human-induced and environment-induced influence on it