Research Interests
Applied statistics and machine learning
Selected Grants
NQVL:QTSD:Design: Quantum Advantage-Class Trapped Ion system (QACTI)
ResearchSenior Investigator · Awarded by National Science Foundation · 2025 - 2027Duke-UNC Collaborative Pediatric Clinical Pharmacology Postdoctoral Training Program
Inst. Training Prgm or CMEPreceptor · Awarded by National Institutes of Health · 2021 - 2027NQVL:QTSD:Pilot: Quantum Advantage-Class Trapped Ion system (QACTI)
ResearchSenior Investigator · Awarded by National Science Foundation · 2024 - 2025Mapping Epigenetic Memory of Exposure New To Observe (MEMENTO)
ResearchCo Investigator · Awarded by Defense Advanced Research Projects Agency · 2019 - 2024RI: Small: Feature Encoding for Reinforcement Learning
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2018 - 2023Postdoctoral Training in Genomic Medicine Research
Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 2017 - 2023Medical Scientist Training Program
Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 1997 - 2022NSF Convergence Accelerator Track D: A Trusted Integrative Model and Data Sharing Platform for Accelerating AI-Driven Health Innovation
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2020 - 2022An Integrated Nonparametric Bayesian and Deep Neural Network Framework for Biologically-Inspired Lifelong Learning
ResearchPrincipal Investigator · Awarded by Defense Advanced Research Projects Agency · 2018 - 2022Deep learning-based image analysis for assessing real-time smoking risk
ResearchCo Investigator · Awarded by National Institutes of Health · 2018 - 2021Bioinformatics and Computational Biology Training Program
Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 2005 - 2021QuBBD: Deep Poisson Methods for Biomedical Time-to-Event and Longitudinal Data
ResearchCo-Principal Investigator · Awarded by National Institutes of Health · 2017 - 2021Nonparametric Bayes Methods for Big Data in Neuroscience
ResearchCo-Mentor · Awarded by National Institutes of Health · 2014 - 2019Enabling Stress Resistance
ResearchCo Investigator · Awarded by National Institutes of Health · 2012 - 2018EMSW21-RTG: Geometric, Topological and Statistical Methods for Analyzing Massive Datasets
Inst. Training Prgm or CMEKey Faculty · Awarded by National Science Foundation · 2011 - 2018Peer-Based Duke-IITGN Research Partnership
Public ServicePrincipal Investigator · Awarded by Research Triangle Institute International · 2015 - 2016Compressive HSI Measurements for ATR
ResearchPrincipal Investigator · Awarded by National Geospatial-Intelligence Agency · 2009 - 2016Mathematics of Low Dimensional Represenations for Design
ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2011 - 2016Validation of the host transcription diagnostic for prediction of incipient respiratory viral infection
ResearchInvestigator · Awarded by Defense Advanced Research Projects Agency · 2014 - 2016X-Ray Scatter and Phase Imaging for Explosive Detection
ResearchCo-Principal Investigator · Awarded by US Department of Homeland Security · 2011 - 2015Future States Processing Support
ResearchPrincipal Investigator · Awarded by North Carolina State University · 2014 - 2015Statistical Signal Processing for Remote Sensing of Targets: Proposal for Terrestrial Science Program
ResearchCo-Principal Investigator · Awarded by Army Research Office · 2009 - 2013Transfer and Active Learning for Intent Recognition
ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2008 - 2012Statistical Signal Processing For Landmine and Ordnance Detection and Discrimination
ResearchCo-Principal Investigator · Awarded by Army Research Office · 2006 - 2011RF Time-Reversal Methods for Imaging & Detection
ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2006 - 2009Statistical and Adaptive Signal Processing for UXO Discrimination for Next-Generation Sensor Data
ResearchCo-Principal Investigator · Awarded by Strategic Environmental Research & Development Program · 2005 - 2009Statistical Signal Processing and Modeling for Demining
ResearchCo-Principal Investigator · Awarded by Army Research Office · 2000 - 2008Adaptive Multi-Modality Inverse Scattering for Targets Embedded in General Stochastic Environments
ResearchPrincipal Investigator · Awarded by Army Research Office · 2002 - 2007Modeling and Signal Processing for EMI Sensing of Landmines, In Support of AMD System (supplement)
ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2004 - 2006Multi-Sensor Physics-Based Classification of Unexploded Ordnance
ResearchPrincipal Investigator · Awarded by Army Research Office · 2002 - 2005Well-conditioned Multi-level Fast Multipole Modeling of Military Communication Channels
ResearchPrincipal Investigator · Awarded by Army Research Office · 2001 - 2004Statistical Signal Processing for Demining: Experimental Verification
ResearchCo-Principal Investigator · Awarded by Army Research Office · 1999 - 2000External Relationships
- George Washington University
This faculty member (or a member of their immediate family) has reported outside activities with the companies, institutions, or organizations listed above. This information is available to institutional leadership and, when appropriate, management plans are in place to address potential conflicts of interest.