CURRENT PROGRAMS
INSTAR Lab's research thrusts span frontier technology and applied science, organized around domains of national priority and public benefit. Each thrust is pursued by interdisciplinary teams drawing on INSTAR's full range of methodological and computational resources. Programs are shaped by scientific merit, not by existing funding — and are open to collaborative engagement by qualified researchers and institutional partners.
Artificial Intelligence & Machine Learning
INSTAR pursues foundational and applied AI/ML research spanning model interpretability, reasoning under uncertainty, and large-scale data analytics. Work in this area addresses both scientific-discovery applications and broader societal implications of intelligent systems.
Learn More
Quantum Science & Computing
INSTAR's quantum research thrust examines quantum information theory, quantum algorithm development, and the interface between quantum physics and practical computing architectures. The program is oriented toward long-horizon breakthroughs that align with national quantum-initiative priorities.
Learn More
Health, Medicine & Bioscience
Research in this thrust addresses human health challenges through interdisciplinary investigation spanning molecular biology, data-driven diagnostics, and translational science. INSTAR's approach emphasizes rigorous methods and open collaboration with the broader biomedical research community.
Learn More
Energy & Sustainability Research
INSTAR investigates energy systems at the intersection of materials science, computational modeling, and policy analysis. Research targets include next-generation storage, grid optimization, and clean-energy conversion — all areas of national priority and direct public benefit.
Learn More
Space, Orbital & Materials Science
This thrust explores orbital systems science, advanced materials characterization, and the physical properties of matter under extreme conditions. Investigations draw on computational methods including high-performance simulation and machine-learning-assisted materials discovery.
Learn More
Data Analytics & High-Performance Computing
INSTAR develops and applies advanced data analytics methods and HPC workflows across research domains. This cross-cutting program provides computational infrastructure, algorithmic expertise, and open tooling that multiplies the productivity of the institute's scientific programs.
Learn MoreOUR PARTNERS
