Information

Chenghao Ding (Click to download my resume)

Education

• Ph.D Student in Nuclear Engineering, GPA: 3.51/4.00
  University of Illinois at Urbana-Champaign May 2022
• Master of Science in Applied Statistics, GPA: 3.61/4.00
  University of Illinois at Urbana-Champaign May 2020
• Master of Science in Nuclear Engineering, GPA: 3.62/4.00
  Wuhan University July 2015
• Bachelor of Science in Nuclear Engineering, GPA: 3.75/4.00
  Hubei University of Science and Technology July 2013

Research & Publications

• Semi-empirical global heat balance model for probabilistic extrapolations of global average temperature (Submitted to Earth System Dynamics.)

• Global Heat Balance Without and With Solar Radiation Management

• Global Heat Balance Model Parameter Calibration

• Calibration and Extrapolation of a Simple Global Carbon Balance Model

• Non-anthropogenic Influences on Global Average Temperature

• Climate Action Game Experiment Motivation and Role of Radiative Forcing

• Extrapolations of Global Average Temperature, Sea Level Rise, and Ocean pH Change

• Global Heat Balance Equation Probability Distributions and Extrapolations

Skills

• Programming:
  Python (proficient), R, TensorFlow, Keras, MATLAB, SQL
• Platform:
  Hadoop, Spark, Linux/UNIX, Amazon Web Service
• Data Science:
  Numpy, Pandas, Scikit-learn, Matplotlib, Seaborn, CatBoost, LightGBM, XGBoost
• Machine Learning:
  Predictive Modeling, Computer Vision, Recommender Systems

Selected Courses

• Computer Science, Machine Learning, and Data Science
  • STAT 542: Statistical Learning
  • STAT 578: Statistical Learning in Data Science
• Statistics
  • STAT 400: Statistics and Probability I
  • STAT 410: Statistics and Probability II
  • STAT 425: Applied Regression and Design
  • STAT 429: Time Series Analysis
  • NPRE 498: Probabilistic Risk Assessment
  • NPRE 598: Advanced Risk Analysis
• Online Courses
  • deeplearning.ai: Deep Learning Specialization
  • Stanford University: Machine Learning
  • Princeton University: Algorithms, Part 1

For more details, please refer to my resume.