Scholars@Duke
Vahid Tarokh

Vahid Tarokh

Rhodes Family Distinguished Professor of Electrical and Computer Engineering
Pierre R. Lamond Department of Electrical and Computer Engineering
vahid.tarokh@duke.edu
Box 90291, Durham, NC 27708
130 Hudson Hall, Durham, NC 27708

Overview

Vahid Tarokh’s research is in pursuing new formulations and approaches to getting the most out of datasets.

Current Appointments & Affiliations

Rhodes Family Distinguished Professor of Electrical and Computer Engineering · 2018 - Present Pierre R. Lamond Department of Electrical and Computer Engineering, Pratt School of Engineering
Professor of Electrical and Computer Engineering · 2018 - Present Pierre R. Lamond Department of Electrical and Computer Engineering, Pratt School of Engineering

Recent Publications

Data generation with optimal experimental design for operator learning

Journal Article Computer Methods in Applied Mechanics and Engineering · March 1, 2026 Partial differential equations (PDEs) are fundamental to modeling complex physical phenomena across scientific disciplines. While operator learning offers a promising alternative to conventional PDE solvers, it generally requires substantial high-fidelity ... Full text Cite

Cross-subject mapping of neural activity with restricted Boltzmann machines.

Journal Article Frontiers in computational neuroscience · January 2026 Subject-to-subject variability is a common challenge in generalizing neural data models across subjects, discriminating subject-specific and inter-subject features in large neural datasets, and engineering neural interfaces with subject-specific tuning. Wh ... Full text Cite

Indiscriminate disruption of conditional inference on multivariate Gaussians

Journal Article European Journal of Operational Research · November 16, 2025 The multivariate Gaussian distribution underpins myriad operations-research, decision-analytic, and machine-learning models (e.g., Bayesian optimization, Gaussian influence diagrams, and variational autoencoders). However, despite recent advances in advers ... Full text Cite
View All Publications

External Links

Vahid Tarokh's Webpage