David Carlson

David Carlson

Assistant Professor of Civil and Environmental Engineering

Appointments and Affiliations

  • Assistant Professor of Civil and Environmental Engineering
  • Assistant Professor - Track V in Biostatistics and Bioinformatics
  • Assistant Professor in the Department of Electrical and Computer Engineering
  • Member of the Duke Clinical Research Institute

Contact Information

  • Office Location: North Pavilion 8047, 2400 Pratt St., Durham, NC 27705
  • Office Phone: (757) 784-6919
  • Email Address: david.carlson@duke.edu


  • Ph.D. Duke University, 2015

Research Interests

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

Courses Taught

  • CEE 690: Advanced Topics in Civil and Environmental Engineering
  • CEE 692: Independent Study: Advanced Topics in Civil and Environmental Engineering
  • ECE 590: Advanced Topics in Electrical and Computer Engineering

In the News

Representative Publications

  • Hultman, R; Ulrich, K; Sachs, BD; Blount, C; Carlson, DE; Ndubuizu, N; Bagot, RC; Parise, EM; Vu, M-AT; Gallagher, NM; Wang, J; Silva, AJ; Deisseroth, K; Mague, SD; Caron, MG; Nestler, EJ; Carin, L; Dzirasa, K, Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability., Cell, vol 173 no. 1 (2018), pp. 166-180.e14 [10.1016/j.cell.2018.02.012] [abs].
  • Vu, M-AT; Adalı, T; Ba, D; Buzsáki, G; Carlson, D; Heller, K; Liston, C; Rudin, C; Sohal, VS; Widge, AS; Mayberg, HS; Sapiro, G; Dzirasa, K, A Shared Vision for Machine Learning in Neuroscience., The Journal of neuroscience : the official journal of the Society for Neuroscience, vol 38 no. 7 (2018), pp. 1601-1607 [10.1523/jneurosci.0508-17.2018] [abs].
  • Li, Y; Min, MR; Shen, D; Carlson, D; Carin, L, Video Generation From Text, AAAI Conference on Artificial Intelligence (2018) [abs].
  • Carlson, D; David, LK; Gallagher, NM; Vu, M-AT; Shirley, M; Hultman, R; Wang, J; Burrus, C; McClung, CA; Kumar, S; Carin, L; Mague, SD; Dzirasa, K, Dynamically Timed Stimulation of Corticolimbic Circuitry Activates a Stress-Compensatory Pathway., Biological Psychiatry, vol 82 no. 12 (2017), pp. 904-913 [10.1016/j.biopsych.2017.06.008] [abs].
  • Pakman, A; Gilboa, D; Carlson, D; Paninski, L, Stochastic Bouncy Particle Sampler, International Conference on Machine Learning (2017) [abs].