Research Interests:
- Computational Therapeutic Design
- Personalized Medicine
- Systems Biology
Keywords:
- Computational Therapeutic Design, Personalized Medicine, Systems Biology, Biophysics, Protein Design, Machine Learning, Mathematical Optimization
Our work focuses on using computer simulations, mathematical optimization, and data science to model biology and disease across molecular and systems scales, and then leveraging these models to perform therapeutic design.
Our work also focuses on general advancements in machine learning and optimization algorithms to support our therapeutic design research.
Research
- Multiscale modeling
- Protein design
- R packages
