Visual analytics for neuroscience-inspired dynamic architectures. - Margaret Drouhard; Catherine D. Schuman; J. Douglas Birdwell; Mark E. Dean (FOCI, 2014)

Immersive visualization for materials science data analysis using the Oculus Rift. - Margaret Drouhard; Chad A. Steed; Steven E. Hahn; Thomas Proffen; Jamison Daniel; Michael A. Matheson (IEEE BigData, 2015)

Matisse: A visual analytics system for exploring emotion trends in social media text streams. - Chad A. Steed; Margaret Drouhard; Justin M. Beaver; Joshua Pyle; Paul Logasa Bogen (IEEE BigData, 2015)

Aeonium: Visual analytics to support collaborative qualitative coding. - Margaret Drouhard; Nan-Chen Chen; Jina Suh; Rafal Kocielnik; Vanessa Peña Araya; Keting Cen; Xiangyi Zheng; Cecilia R. Aragon (PacificVis, 2017)

Mapping for accessibility: A case study of ethics in data science for social good. - Anissa Tanweer; Nicholas Bolten; Margaret Drouhard; Jess Hamilton; Anat Caspi; Brittany Fiore-Gartland; Kaicheng Tan (CoRR, 2017)

Conceptualizing Disagreement in Qualitative Coding. - Himanshu Zade; Margaret Drouhard; Bonnie Chinh; Lu Gan; Cecilia R. Aragon (CHI, 2018)

Using Machine Learning to Support Qualitative Coding in Social Science: Shifting the Focus to Ambiguity. - Nan-Chen Chen; Margaret Drouhard; Rafal Kocielnik; Jina Suh; Cecilia R. Aragon (ACM Trans. Interact. Intell. Syst., 2018)

Human-Computer Insurrection: Notes on an Anarchist HCI. - Os Keyes; Josephine Hoy; Margaret Drouhard (CHI, 2019)

Interactive Model Cards: A Human-Centered Approach to Model Documentation. - Anamaria Crisan; Margaret Drouhard; Jesse Vig; Nazneen Rajani (FAccT, 2022)

REMIXTAPE: Enriching Narratives about Metrics with Semantic Alignment and Contextual Recommendation. - Matthew Brehmer; Margaret Drouhard; Arjun Srinivasan (PacificVis, 2025)