David Carlson

Associate Professor of Civil and Environmental Engineering

Civil and Environmental Engineering

david.carlson@duke.edu

Hudson Hall, Durham, NC 27705

More About This Person

At a Glance

Credentials
1. Education

Academic Experience
1. Current Appointments & Affiliations
2. Previous Appointments & Affiliations

Expertise

Research
1. Research Interests
2. Selected Grants

Publications
1. Selected Publications

Artistic Works / Events

Teaching
1. Recent Courses

Advising & Mentoring

Recognition
1. In the News

Professional Activities
1. Outreach & Engaged Scholarship

Research Interests

Machine learning, predictive modeling, health data science, statistical neuroscience

Selected Grants

Duke-NCCU Interdisciplinary Postdoctoral Training Program in Child Psychiatric and Neurodevelopmental Conditions Program (DN-IPT)

Inst. Training Prgm or CMEPreceptor · Awarded by National Institutes of Health · 2024 - 2029

Duke University Program in Environmental Health

Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 2019 - 2029

Duke University Psychiatry Physician-Scientist Residency Training Program

Inst. Training Prgm or CMEMentor · Awarded by National Institute of Mental Health · 2024 - 2029

Electrophysiological biomarkers of social engagement in autism

ResearchCo-Mentor · Awarded by National Institutes of Health · 2024 - 2028

Mitochondrial Regulation of Brain Network Dynamics in Stress

ResearchCollaborator · Awarded by National Institutes of Health · 2024 - 2027

Influence of co-occurring ADHD on EEG and attention biomarkers in autistic children

FellowshipCo-Mentor · Awarded by Klingenstein Third Generation Foundation · 2025 - 2027

NeuroSimNIBS: Integrated electric field and neuronal response modeling for transcranial electric and magnetic stimulation

ResearchAdvisor · Awarded by National Institutes of Health · 2022 - 2027

CC* Compute - Regional: NCShare Accelerating Impact ¿ GPUs-as-a-Service (NCShare AI-GaaS)

ResearchSenior Investigator · Awarded by National Science Foundation · 2024 - 2026

Title: NRT-FW-HTF: NSF Traineeship in the Advancement of Surgical Technologies

Inst. Training Prgm or CMEParticipants · Awarded by National Science Foundation · 2021 - 2026

Regulating brain networks that mediate depressive states

ResearchCo Investigator · Awarded by Hope for Depression Research Foundation · 2023 - 2026

Community-led Validation of a Remote Sensing and Deep Learning Approach to Identify Cyanobacteria Harmful Algal Blooms and Toxins in the Chowan River and Tris in the Tributaries of the Albemarle Sound

ResearchCollaborator · Awarded by North Carolina State University · 2025 - 2026

MULTIREGIONAL ELECTRICAL ENCODING OF SOCIAL AGGRESSION

ResearchCo-Principal Investigator · Awarded by National Institute of Mental Health · 2021 - 2026

From Deep Neural Networks to Kernel Machines: Advanced Data Science for Verification and Forensics

ResearchPrincipal Investigator · Awarded by Georgia Institute of Technology · 2019 - 2025

Brain Networks for Addiction

FellowshipCollaborator · Awarded by National Institutes of Health · 2024 - 2025

NINDS Research Education Programs for Residents and Fellows in Neurosurgery

Inst. Training Prgm or CMEMentor · Awarded by National Institute of Neurological Disorders and Stroke · 2009 - 2025

IUCRC Planning Grant Duke University: Center for Innovation in Risk-analysis for Climate Adaptation and Decision-making (CIRCAD)

ResearchParticipating Faculty Member · Awarded by National Science Foundation · 2024 - 2025

QT prolonging medications and sudden cardiac death among individuals on hemodialysis

ResearchCo Investigator · Awarded by University of North Carolina - Chapel Hill · 2020 - 2025

Dissecting and modifying temporal dynamics underlying stress dysfunction

ResearchCo Investigator · Awarded by National Institutes of Health · 2019 - 2024

Uncovering Population-Level Cellular Relationships to Behavior via Mesoscale Networks

ResearchPrincipal Investigator · Awarded by National Institutes of Health · 2019 - 2023

Developing a comprehensive model for peripheral nerve stimulation of gastrointestinal function

ResearchCo Investigator · Awarded by National Institutes of Health · 2019 - 2023

Network Dynamics of Negative and Positive Valence Systems in Decision Making

FellowshipCo-Mentor · Awarded by National Institutes of Health · 2019 - 2022

Predicting Urinary Continence Status with Sacral Neuromodulation and Botulinum Toxin Treatments

ResearchCo-Mentor · Awarded by National Institutes of Health · 2020 - 2020

The neurophysiology of impulsive sensation seeking

ResearchCo Investigator · Awarded by University of Pittsburgh · 2018 - 2020

Enabling Stress Resistance

ResearchCo Investigator · Awarded by National Institutes of Health · 2012 - 2018