Applying mathematical models, computation and simulation, and statistical machine learning to solve engineering problems.
Molecular Modeling and Simulation
Using molecular models, computer simulations, and electronic structure calculations to discover new materials, elucidate relationships between structure and properties, and explain phenomena in materials science and chemical engineering. Applications include nanoporous materials for storing, separating, and sensing gases, catalysts for renewable energy applications and material degradation.
Statistical Modeling, Data Science, and Machine Learning
Leveraging recent advances in statistical machine learning (regression, classification, dimensionality reduction, clustering) to make predictions, identify patterns/structure in data, and learn relationships.
Physics-based Modeling and Fluid Mechanics
Mathematical modeling of fluid flow, heat transfer, mass transfer, and chemical reaction to design and optimize processes for various applications, including cryopreservation of cells, tissues and organs, etc.
Participating Faculty
Líney Árnadóttir
Professor Callahan Faculty Scholar in Chemical Engineering
Additional Positions
Joint Appointment: Scientist/Theory lead, Physical Sciences Division in the Physical & Computational Sciences Directorate, Institute for Integrated Catalysis, Pacific Northwest National Laboratory
liney.arnadottir@oregonstate.edu
Research Groups
Artificial Intelligence and Robotics | Computation and Simulation | Materials and Catalysis | Sustainable Energy
Chih-hung (Alex) Chang
Professor
Additional Positions
Associate Head for Undergraduate Programs
chih-hung.chang@oregonstate.edu
Research Groups
Computation and Simulation | Sustainable Energy | Catalysis and Advanced Materials | Water & Environment
Kaitlin Fogg
Associate Professor
Research Groups
Computation and Simulation | Health and Biotechnology
Adam Higgins
Professor
Research Groups
Computation and Simulation | Health and Biotechnology | Biomaterials and Tissue Engineering | Machine Learning & Computational Biology
Goran Jovanovic
Professor
goran.jovanovic@oregonstate.edu
Research Groups
Materials and Catalysis | Computation and Simulation | Health and Biotechnology | Water and Environment
Heidi Kloefkorn
Assistant Professor
heidi.kloefkorn@oregonstate.edu
Research Groups
Computation and Simulation | Health and Biotechnology | Biomechanics, Orthopedics, & Neuroengineering | Machine Learning & Computational Biology | Health Equity Engineering
Kathryn Newhart
Assistant Professor
kathryn.newhart@oregonstate.edu
Research Groups
Water and Environment | Computation and Simulation | Engineering Education
Cory Simon
Associate Professor
Research Groups
Materials and Catalysis | Computation and Simulation
