DISC engages in interdisciplinary research via our many collaborations within Tufts University and beyond. This page provides a summary of our current research endeavors in the areas of Bioinformatics & Computational Biology, Engineering Physical Sciences, and Social Sciences & Humanities.
Bioinformatics & Computational Biology
DISC conducts research by developing new data science methods for bioinformatics and computational biology research, in collaboration with faculty, staff, and stakeholders within and outside Tufts University. Some of our current work focuses on:
- Single-cell Transcriptomics (Single cell profiling of Hofbauer cells and fetal brain microglia)
- Biological Networks (System-Level analysis of 'omics data)
- Proteomics (Proteomics profiling to study longevity)
Engineering & Physical Sciences
DISC conducts research by creating and implementing data science methods for engineering and physical sciences research, in collaboration with faculty, staff, and stakeholders within and outside Tufts University. Some of our current work focuses on:
- Uncertainty Quantification (Combined data and model form uncertainty for hybrid rocket experiments)
- Machine Learning for Digital Twins (For offshore wind energy infrastructures)
- Development of Data Science Tools (For aviation safety analyses)
Social Sciences & Humanities
DISC conducts research by creating and applying new models that are appropriate for social sciences and humanities research, in collaboration with faculty, staff, and stakeholders within and outside Tufts University. Some of our current work focuses on:
- Agent-Based Modeling (Hegselmann-Krause model of opinion dynamics)
- AI Ethics (For precision nutrition)
- Data-driven Policy (For understanding disparities in small town policing)