Science, examined.
I use machine learning and computational social science to study the systems behind discovery—and build tools to improve them.
Meet the SOS+CD LabResearch integrity
What makes a scientific result trustworthy? We study figure reuse, misleading graphs, questionable journals, and the integrity of the metadata and AI systems researchers rely on.
Browse this researchScience of science
Science is a collective effort. We examine how careers, collaboration, funding, and credit shape what gets discovered and who takes part.
Browse this researchAI for discovery
How can computational tools help researchers find, connect, and evaluate knowledge? We build systems for peer review, research recommendation, and scientific text and image understanding.
Browse this researchCognition & methods
My earlier work on human learning, decision-making, and motor control continues to inform how I think about intelligent systems and scientific discovery.
Browse this researchResearch into tools.
ReviewerZero AI
Tools for scientific peer review.