秦人


Engineer Feature, Predict Future.

We are passionate about finding the patterns in the complex dynamic systems.


Understanding the Real World with Rigororos Data-Driven Models and Complex Network Analysis

Complex System
Analysis of Power System Robustness and Stablity

Identifying the higher-order structures and their functions to optimize the complex power network and enhance robustness and stablity.

Deep Learning
in Market Prediction and Trading Strategy

Extending LSTM and CWRNN Time Series Prediction Models to Predict Market Trend and Liquidity including the Market Sentiments from the News and Social Media.

Renewabel Energy
and Long-term Power Load Forcasting

Applying the Multivariate LSTM/CWRNN Models to Predict Renewable Energy and Power System Long-term Forcasting.

Battery State of Charge(SOC) and Fast Charging
Estimation

Predicting Battery SOC and Develping Adapative Fast Changing Strategy

Real Estate
Analytics

Developing Housing Price Predictive Analytics

Misc

We also interested in Novel Technology such as Quantum Computer Algorithm, etc.

Army of Physicists, Electrical Engineers and More

Our members focus on optimize machine learning models and data analysis
We have strong finance, electrical engineering and computer science background

Xin Chen, Associate Professor, Team Leader.
Yuxuan Sui, Housing Market and Pridictive Analytics.
Siyu Chen, Python Crawler and Data Visualization.
Yadong Zhang, Time Series Prediction Method, Financial Market Dynamics and Trading Algorithm.
Chenye Zou, Predictive Models of Battery State of Charge and Fast Charging Strategy.
Huo Long, Complex System Analysis of Power System Robustness and Stablity.