Sijie Fu

Sijie Fu

he/him

AI4Science | Computational Chemistry | Machine Learning | Data Science | 5th-year Ph.D. student at CMU (expected Sep'25)

autoHSP: An Autonomous Experimentation Framework for Determining Hansen Solubility Parameters via Active Learning

Start Date:

  • Built a closed-loop, autonomous experimentation framework that integrates ML-driven decision-making with automation.
  • Implemented a batch-mode active learning algorithm for experiment design and a computer vision pipeline for data analysis.
  • Proposed a scalable and accessible blueprint for autonomous research and self-driving laboratories.

I gave a talk on this project at the 2024 Chemistry Graduate Summer Seminar at Carnegie Mellon University.