Systems Modeling Techniques Theory & Data Treatment

Advanced photonic techniques using ultrafast lasers, multi-photon, time-resolved and phase-resolved detection techniques, polarization and lifetime measurements further extend the usefulness of molecular and cell-based assays.

Another important advance in photonic technologies is the development of advanced imaging systems that have the combined capability of high-resolution, high-throughput and multi-spectral detection of optical reporters. Near-field spectroscopies provide important tools to investigate and develop new classes of molecular and cellular labels based on inorganic fluorophors, second-generation quantum dots, and plasmonics nanoprobes. Single-molecule detection techniques using various photonics modalities provide the ultimate tools to elucidate cellular processes at the molecular level.

Another area of research focus involves novel photonics platforms for ultra-high throughput assays and diagnostics and therapy in personalized medicine. 

A new research area involves the so-called "Terahertz (THz) gap", which refers to the region of the electromagnetic spectrum that lies between microwave and infrared wavelengths. Due to the difficulties involved in making reliable THz sources and detectors, the terahertz frequency range still remains one of the least explored regions of the electromagnetic spectrum. However, this regime is rich with possibilities in spectroscopy and imaging.

We will also form a team of theoretical investigators in systems modeling and medical data treatment, who will be developing the much needed mathematical models for deep tissue imaging and image construction.

Other important theoretical areas involve bioinformatics, biomolecular computing, and theoretical modeling of self assembly of DNA nanostructures and photonic nanosystems.

Systems Modeling Theory Data Treatment Faculty

Gaurav Arya

Professor in the Thomas Lord Department of Mechanical Engineering and Materials Science

Alberto Bartesaghi

Associate Professor of Computer Science

David N. Beratan

R.J. Reynolds Distinguished Professor of Chemistry

Volker Blum

Rooney Family Associate Professor of Mechanical Engineering and Materials Science

David Carlson

Associate Professor of Civil and Environmental Engineering

Leslie M. Collins

Professor of Electrical and Computer Engineering

Ingrid Daubechies

Professor in the Department of Mathematics

Richard T. Di Giulio

Research Professor of Environmental Toxicology in the Division of Environmental Science and Policy

Anna Mae Diehl

Florence McAlister Distinguished Professor of Medicine

Jessilyn Dunn

Assistant Professor of Biomedical Engineering

Timothy Dunn

Assistant Professor of Biomedical Engineering

Sina Farsiu

Anderson-Rupp Professor of Biolmedical Engineering

Roarke Horstmeyer

Assistant Professor of Biomedical Engineering

Megan Justine Huchko

Hollier Family Associate Professor of Global Health

Jeffrey L. Krolik

Professor of Electrical and Computer Engineering

Hai "Helen" Li

Professor in the Department of Electrical and Computer Engineering

Jianfeng Lu

James B. Duke Distinguished Professor

Miroslav Pajic

Professor in the Department of Electrical and Computer Engineering

Niko P. Pitsianis

Adjunct Professor of Computer Science

Amanda Randles

Alfred Winborne and Victoria Stover Mordecai Associate Professor of Biomedical Sciences

Guillermo Sapiro

James B. Duke Distinguished Professor of Electrical and Computer Engineering

William Seaman

Professor of Art, Art History and Visual Studies

Xiaobai Sun

Professor of Computer Science

Stephanos Venakides

Professor of Mathematics

Weitao Yang

Philip Handler Distinguished Professor of Chemistry