Research Portfolio

My research focuses on how psychological mechanisms and computer algorithims interact to shape narrative agency, internet communication, and group dynamics. I integrate a variety of methods from psychology experiments on individuals and networked groups, computational models of human behavior, AI software development, and large-scale analyses of social media. Each project card highlights the hypotheses, methods, and findings of my core research themes. A complete list of academic publications is on my Google Scholar.

PNAS 2026
Network Structure Shapes Consensus Dynamics
Network experiment overview

How shared narratives emerge in decentralized online networks. Network topology and narrative complexity jointly determine whether groups converge or fragment.

PNAS Network Science Experiments LLM Agents
ACL
Modeling Human Beliefs with LLMs
Causal claims network visualization

Developed an LLM-based pipeline to extract and visualize belief systems from natural language, applied to Covid-19 vaccine tweets.

NLP Belief Modeling Semantic Clustering
[002]
Narrative Dynamics in Online Networks
Network topology conditions

Social network experiments reveal how network structure and interaction media shape the emergence of shared narratives and language change.

Network Experiments LLM Agents Narrative Interaction
[003]
Correcting Misconceptions with Crowdsourced Narratives
Data narrative visualization

Data mined from online discussions, psychology experiments, and data visualization integrated to develop and evaluate persuasive educational interventions.

NLP Data Mining Educational Interventions
[004]
Social Media Belief Dynamics
Hashtag co-occurrence network

Data science studies on political belief and narrative dynamics on social media using data mining, NLP, and network science.

Topic Modeling Network Analysis Social Media
[005]
COVID-19 Belief Networks
COVID-19 belief survey results

Longitudinal surveys over 2,000 participants show how preexisting distrust in politicians and medical science shaped COVID-19 skepticism.

Surveys Bayesian Models Public Health
ONGOING
Faithscape \ newsage.press
New Sage Press — Faithscape publication

Interdisciplinary research on religion as a system of narrative, belief, and community building — applying data science, urban design, and cognitive psychology.

Religion Urban Design Narrative Community
CREATIVE
mediaslop
Mediaslop — media lab and arcade

Creative technology and media art project applying psychological and media theory in real-world digital environments. Home of the Arcade and Peepshow.

Media Art Digital Arcade Applied Psychology