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Center for AI and Mathematical Biology

Bringing together researchers for the development and application of mathematics to a broad range of biological processes, organisms, behaviors, and ecologies

The Center for AI & Mathematical Biology promotes the exchange of ideas and the development of collaborative research that leverages mathematical models, artificial intelligence, and digital twin technologies to advance the life sciences.

As the study of living systems becomes increasingly quantitative, new opportunities emerge for innovation and interdisciplinary collaboration. The Center builds on Penn State’s considerable strengths across a wide range of disciplines, united by a shared emphasis on mathematical, statistical, computational, and AI-driven tools to extract insight from biological data and observations.

Our members come from diverse academic backgrounds spanning multiple departments and colleges. Together, they integrate observational, experimental, mathematical, statistical, computational, and machine-learning–based approaches to address fundamental questions in biology and medicine.

We work at the interface between empirical observation and quantitative methodology, with a particular focus on digital twin modeling—the development of data-informed, mechanistic, and AI-enhanced virtual representations of biological systems. While models may begin as descriptive tools, our emphasis is on building predictive and personalized frameworks. Our overarching goal is to integrate observation and modeling in key application areas including cancer, cell biology, ecology, epidemiology, and neuroscience.

News

Huck Institutes announces recipients of nine interdisciplinary seed grants

Penn State’s Huck Institutes of the Life Sciences has awarded nine research teams seed funding for 2026-27. These grants support high-impact, innovative research projects that align with the Huck’s strategic research priorities and have the potential to drive scientific breakthroughs and generate significant return on investment.

Ganda, Kovac and Hao named Huck chairs

A trio of Penn State faculty members have been named Huck chairs by the Huck Institutes of the Life Sciences in recognition of their research endeavors and track records of service to key Huck units.

Four Penn State researchers receive iDEA-TECH awards from Sanofi

Four Penn State researchers and their colleagues have been awarded Innovations in Data Exploration, Analytics & Technology (iDEA-TECH) Awards from Sanofi, a global R&D-driven, artificial intelligence (AI)-powered biopharma company. The awards provide $150,000 in research funding to advance cutting-edge discoveries through novel AI and digital tools and new technologies.

From brain scans to alloys: Teaching AI to make sense of complex research data

Artificial intelligence is increasingly used to analyze medical images, materials data and scientific measurements, but many systems struggle when real-world data do not match ideal conditions. To address this issue, Penn State researchers have developed a new artificial intelligence framework with potential implications for fields ranging from Alzheimer’s disease research to advanced materials design.