Zhi-De Deng, PhD

Engineer | Physicist | Brain Stimulation Researcher

Full-Time Awesome Person

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About Zhi

Dr. Deng is Senior Associate Scientist and Director of the Computational Neurostimulation Research Program at the National Institute of Mental Health, where he leads an interdisciplinary program at the intersection of electrical engineering, computational modeling, and psychiatric medicine.

His research addresses a central challenge in brain stimulation: understanding precisely what a device does to the brain and how to make it do the right thing for each patient. His work spans three integrated areas: (1) mechanistic modeling of neurostimulation, linking device physics to neural and circuit-level responses; (2) personalized optimization of therapeutic dosing using patient-specific models and data to improve outcomes and reduce variability; and (3) model-driven neurotechnology development to design and evaluate next-generation stimulation systems in collaboration with clinicians and industry.

His electric field modeling established the fundamental depth–focality tradeoff in transcranial magnetic stimulation and has shaped how researchers, clinicians, and regulators evaluate stimulation devices, contributing to the scientific foundation for device clearance and clinical adoption. Parallel work in seizure therapy has demonstrated that patient-specific electric field modeling can identify the dose underlying both antidepressant response and cognitive side effects. His 2024 JAMA Psychiatry randomized clinical trial comparing magnetic seizure therapy with electroconvulsive therapy represents a milestone in evidence-based seizure treatment. He holds multiple patents on brain stimulation technology and dosing strategies and has authored more than 100 peer-reviewed publications.

Dr. Deng holds degrees in Physics (SB) and Electrical Engineering & Computer Science (SB, MEng) from MIT and a PhD in Electrical Engineering from Columbia University, followed by postdoctoral training at Duke University and a research fellowship at NIMH. He is a Senior Member of the IEEE, and has received numerous honors, including two NIMH Director's Awards for scientific innovation. His long-term vision is to integrate engineering and data-driven modeling into psychiatric practice, enabling a new generation of precise and personalized neuromodulation therapies.

He has an Erdős number of 4 (who doesn't?). When not working at one of his three jobs, he's performing magic or hanging out with his pets, who have their own Instagram page. Feel free to follow for updates. Or, you could do something productive with your life... but that's not recommended.

Papers

Brain Modeling

Charge based boundary element method with residual driven adaptive mesh refinement for high resolution electrical simulation modeling

DA Drumm, GM Noetscher, H Oppermann, J Haueisen, ZD Deng, SN Makaroff

bioRxiv, 2026. DOI: 10.1101/2025.05.09.653081

Meta Analysis

Noninvasive brain stimulation combined with evidence-based psychotherapy for psychiatric disorders: A meta-analysis of optimal implementation parameters

L Beynel, E Wiener, N Baker, E Greenstein, AD Neacsiu, E Jones, B Gindoff, SM Francis, C Neige, M Mondino, SW Davis, B Luber, SH Lisanby, ZD Deng

medRxiv, 2026. DOI: 10.64898/2026.02.19.26346650

Ultrastructure

Are synaptic clefts directionally oriented?

D Tang, ZD Deng, B Danskin, D Berger, M Ingersoll, H Lu, B Rosen, M Bikson, G Noetscher, S Makaroff

bioRxiv, 2026. DOI: 10.64898/2026.01.30.702623. PMCID: PMC12889479.

Dosimetry

Roadmap towards personalized approaches and safety considerations in non-ionizing radiation: From dosimetry to therapeutic and diagnostic applications

I Laakso, MM Paulides, S Kodera, S Ahn, CL Brace, M Cavagnaro, J Chen, ZD Deng, V De Santis, Y Diao, L Farrugia, M Feliziani, S Fiocchi, F Fioranelli, T Hikage, S. Makaroff, M. Mizuno, A. Opitz, E. Pickwell-MacPherson, P. Prakash, DB Rodrigues, K Sasaki, T Sakamoto, Z Taylor, HJ Visser, DTB Yeo, A Hirata

Phys Med Biol, 28(11): 03RM01, 2026. DOI: 10.1088/1361-6560/ae22b8. PMCID: PMC12902664.

fMRI

Resting-state and task-based functional connectivity reveal distinct mPFC and hippocampal network alterations in major depressive disorder

EC Ekpo, L Beynel, B Luber, ZD Deng, TJ Strauman, SH Lisanby

Brain Sci, 15(11): 1133, 2025. DOI: 10.3390/brainsci15111133. PMCID: PMC12650456.

MEG Source Localization

Improved source localization of auditory evoked fields using reciprocal BEM-FMM

DA Drumm, G Nuñez Ponasso, A Linke, GM Noetscher, B Maess, TR Knösche, J Haueisen, JD Lewine, CC Abbott, SN Makaroff, ZD Deng

Brain Topogr, 2026. DOI: 10.1101/2025.07.18.25331749. PMCID: PMC12132354.

Hippocampus

Selective modulation of evidence accumulation by hippocampal theta oscillations during mnemonic decision-making

PL Robins, JR Gilbert, B Luber, N Mustafa, E Bharti, JD Stout, FW Carver, ZD Deng

medRxiv, 2026. DOI: 10.1101/2025.07.18.25331749. PMCID: PMC12306797.

MST

Optimal frequency for seizure induction with electroconvulsive therapy and magnetic seizure therapy in nonhuman primates

AV Peterchev, ZD Deng, C Sikes-Keilp, EC Feuer, MA Rosa, SH Lisanby

Biol Psychiatry GOS, 5(3): 100471, 2025. DOI: 10.1016/j.bpsgos.2025.100471. PMCID: PMC11985115.

Modeling Tool

Bayesian Optimization Of NeuroStimulation (BOONStim)

LD Oliver, J Jeyachandra, EW Dickie, C Hawco, S Mansour, SM Hare, RW Buchanan, AK Malhotra, DM Blumberger, ZD Deng, AN Voineskos

Brain Stimul, 18(2) 112–115, 2025. DOI: 10.1016/j.brs.2025.01.020. PMID: 39880158.

Modeling Tool

A BEM-FMM TMS coil designer using MATLAB platform

D Tang, W Wartman, A Nummenmaa, M Daneshzand, GM Noetscher, H Lu, ZD Deng, SN Makaroff

Brain Stimul, 18(1) 128–130, 2025. DOI: 10.1016/j.brs.2024.11.011. PMCID: PMC12013522.

MST

Comparing the neurocognitive effects of right-unilateral ultra-brief pulse electroconvulsive therapy and magnetic seizure therapy for the treatment of major depressive episode

SM McClintock, ZD Deng, MM Husain, VJ Thakkar, E Bernhardt, RD Weiner, B Luber, SH Lisanby

Biol Psychiatry CNNI, 10(2) 175–185, 2025. DOI: 10.1016/j.bpsc.2024.10.016. PMID: 39515580.

Simulation Method

Real-time computation of brain E-field for enhanced transcranial magnetic stimulation neuronavigation and optimization

NI Hasan, M Dannhauer, D Wang, ZD Deng, LJ Gomez

Imag Neurosci, 3: imag_a_00412, 2025. DOI: 10.1162/imag_a_00412. PMCID: PMC12319877.

Visual Search

Site- and frequency-specific enhancement of visual search performance with online individual alpha frequency (IAF) repetitive transcranial magnetic stimulation (rTMS) to the inferior frontal junction

B Luber, L Beynel, ZD Deng, LG Appelbaum, T Jones, A Harrison, DLK Murphy, E Lo, RA McKinley, SH Lisanby

Cereb Cortex, 34(9): bhae371, 2024. DOI: 10.1093/cercor/bhae371. PMCID: PMC11405677.

ECT Modeling

Computational models of high-definition electroconvulsive therapy for focal or multitargeting treatment

N Khadka, ZD Deng, SH Lisanby, M Bikson, JA Camprodon

J ECT, 41(4): 223–231, 2026. DOI: 10.1097/YCT.0000000000001069. PMCID: PMC12892304.

TMS Technique

Ultra-high frequency repetitive TMS at subthreshold intensity induces suprathreshold motor response via temporal summation

H Nguyen, CQ Li, S Hoffman, ZD Deng, Y Yang, H Lu

J Neural Eng, 21(4): 046044, 2024. DOI: 10.1088/1741-2552/ad692f. PMCID: PMC11307324.

Modeling

Enabling electric field model of microscopically realistic brain

Z Qi, GM Noetscher, A Miles, K Weise, TR Knösche, CR Cadman, AR Potashinsky, K Liu, WA Wartman, G Nunez Ponasso, M Bikson, H Lu, ZD Deng, AR Nummenmaa, SN Makaroff

Brain Stimul, 18(1) 77–93, 2025. DOI: 10.1016/j.brs.2024.12.1192. PMCID: PMC11030228.

MEG

Electroconvulsive therapy modulates loudness dependence of auditory evoked potentials: A pilot MEG study

M Dib, JD Lewine, CC Abbott, ZD Deng

Front Psychiatry, 15: 1434434, 2024. DOI: 10.3389/fpsyt.2024.1434434. PMCID: PMC11345267.

Modeling

An adaptive h-refinement method for the boundary element fast multipole method for quasi-static electromagnetic modeling

WA Wartman, K Weise, M Rachh, L Morales, ZD Deng, AR Nummenmaa, SN Makaroff

Phys Med Biol, 69(5): 055030, 2024. DOI: 10.1088/1361-6560/ad2638. PMCID: PMC10902857.

iTBS

Intermittent theta-burst stimulation to the right dorsolateral prefrontal cortex may increase potentiated startle in healthy individuals

M Teferi, H Gura, M Patel, A Casalvera, KG Lynch, W Makhoul, ZD Deng, DJ Oathes, YI Sheline, NL Balderston

Neuropsychopharmacology, 49(10): 1619–1629, 2024. DOI: 10.1038/s41386-024-01871-w. PMCID: PMC11319663.

Online TMS

Lessons learned from an fMRI-guided rTMS study on performance in a numerical Stroop task

L Beynel, H Gura, Z Rezaee, EC Ekpo, ZD Deng, JO Joseph, P Taylor, B Luber, SH Lisanby

PLOS ONE, 9(5): e0302660, 2024. DOI: 10.1371/journal.pone.0302660. PMCID: PMC11073721.

sTMS

Electric field characteristics of rotating permanent magnet stimulation

PL Robin, SN Makaroff, M Dib, SH Lisanby, ZD Deng

Bioengineering, 11(3): 258, 2024. DOI: 10.3390/bioengineering11030258. PMCID: PMC10968657.

ECT Dosing

Amplitude-determined seizure-threshold, electric field modeling, and electroconvulsive therapy antidepressant and cognitive outcomes

CC Abbott, J Miller, D Farrar, M Argyelan, M Lloyd, T Squillaci, B Kimbrell, S Ryman, TR Jones, J Upston, DK Quinn, AV Peterchev, E Erhardt, A Datta, SM McClintock, ZD Deng

Neuropsychopharmacology, 49(4): 640–648, 2024. DOI: 10.1038/s41386-023-01780-4. PMCID: PMC10876627.

MST

Clinical outcomes of magnetic seizure therapy vs electroconvulsive therapy for major depressive episode: A randomized clinical trial

Deng ZD, Luber B, McClintock SM, Weiner RD, Husain MM, Lisanby SH

JAMA Psychiatry, 81(3): 240–249, 2024. DOI: 10.1001/jamapsychiatry.2023.4599. PMCID: PMC10701670.

ECT Review

How electroconvulsive therapy works in the treatment of depression: Is it the seizure, the electricity, or both?

ZD Deng, B Luber, SM McClintock, RD Weiner, MM Husain, SH Lisanby

Neuropsychopharmacology, 49(1): 150–162, 2024. DOI: 10.1038/s41386-023-01677-2. PMCID: PMC10700353.

TMS Modeling Review

Electric field modeling in personalizing TMS interventions

M Dannhauer, LJ Gomez, PL Robins, D Wang, NI Hasan, A Thielscher, HR Siebner, Y Fan, ZD Deng

Biol Psychiatry, 95(6): 494–501, 2024. DOI: 10.1016/j.biopsych.2023.11.022. PMCID: PMC10922371.

ECT Imaging

Electroconvulsive therapy-induced volumetric brain changes converge on a common causal circuit in depression

M Argyelan, ZD Deng, OT Ousdal, L Oltedal, B Angulo, M Baradits, AJ Spitzberg, U Kessler, A Sartorius, A Dols, KL Narr, R Espinoza, JA van Waarde, I Tendolkar, P van Eijndhoven, GA van Wingen, A Takamiya, T Kishimoto, MB Jorgensen, A Jorgensen, OB Paulson, A Yrondi, P Péran, C Soriano-Mas, N Cardoner, M Cano, L van Diermen, D Schrijvers, J-B Belge, L Emsell, F Bouckaert, M Vandenbulcke, M Kiebs, R Hurlemann, PC Mulders, R Redlich, U Dannlowski, E Kavakbasi, MD Kritzer, KK Ellard, JA Camprodon, G Petrides, AK Malhotra, CC Abbott

Mol Psychiatry, 29(2): 229–237, 2024. DOI: 10.1038/s41380-023-02318-2. PMCID: PMC11116108.

TMS Meta-Analysis

The efficacy of transcranial magnetic stimulation in the treatment of obsessive-compulsive disorder: An umbrella review of meta-analyses

SK Kar, A Agrawal, A Silva-dos-Santos, Y Gupta, ZD Deng

CNS Spectr, 29(2): 109–118, 2024. DOI: 10.1017/S1092852923006387. PMCID: PMC11524532.

BMI and BD

The impact of body mass index on clinical features of bipolar disorder: A STEP-BD study

B Kadriu, ZD Deng, C Kraus, JN Johnston, A Figtman, ID Henter, S Kasper, CA Zarate Jr

Bipolar Disord, 26(2): 160–175, 2024. DOI: 10.1111/bdi.13370. PMCID: PMC10839568.

JUN

2026

International College of Neuropsychopharmacology Congress

Next-generation seizure therapy: Balancing efficacy and cognition with optimized waveforms and personalized targeting

JUN

2026

Clinical TMS Society Annual Meeting

From physics to practice: Understanding E-field modeling in clinical TMS

SEP

2025

Electroconvulsive Therapy Conference & GEMRIC Workshop

ECT time machine: What yesterday's devices teach about tomorrow's therapy

MAR

2025

NIMH Intramural Research Program Investigator Seminar

Reading tells: Using facial expression analysis to track emotional states in depression

JUN

2026

OHBM Annual Meeting

Individualized head modeling and electric field simulation in tDCS, ECT, and TMS: Current and emerging approaches

APR

2026

UC San Diego, Interventional Psychiatry Program

Computational neuroengineering for precision neuromodulation: Dose, device, and treatment optimization

JUL

2025

International Society for ECT and Neurostimulation Webinar

Advancing ECT through computational modeling, dose optimization, and device innovation

MAR

2025

IEEE Magnetics Society/Virginia Commonwealth University Mechanical & Nuclear Engineering Department Seminar

Recent advances in transcranial magnetic stimulation: Devices, modeling, and applications

Awards

Keep in Touch

+1 301 594 0387

10 Center Drive, Bethesda, MD 20892

zzzdeng@alum.mit.edu



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