Hien Trong Tran

Characterizing variability and uncertainty for parameter subset selection in PBPK models

Schacht, C. M., Kapraun, D. F., Meade, A. E., Bernstein, A. S., Tran, H. T., & Schlosser, P. M. (2025, July 30). Toxicological Sciences.

Gyrotrons for Fusion Power Plants

Ives, R. L., Read, M., Neilson, J., Bui, T., Marsden, D., Le, T., & Tran, H. (2025, August 25). Fusion Science & Technology, Vol. 8.

A database of chemical absorption in human skin with mechanistic modeling applications

Stevens, J. N., Prockter, A. K., Fisher, H. A., Tran, H., & Evans, M. V. (2024, July 10). Scientific Data, Vol. 11.

Evaluating the impact of anatomical and physiological variability on human equivalent doses using PBPK models

Schacht, C. M., Meade, A. E., Bernstein, A. S., Prasad, B., Schlosser, P. M., Tran, H. T., & Kapraun, D. F. (2024, May 24). Toxicological Sciences, Vol. 5.

Modeling BK Virus Infection in Renal Transplant Recipients

Myers, N., Droz, D., Rogers, B. W., Tran, H., Flores, K. B., Chan, C., … McCarthy, J. M. (2024, December 31). Viruses, Vol. 17.

Airplane Detection and Classification Based on Mask R-CNN and YOLO with Feature Engineering

Attarian, A., Luo, M., Luo, Y., Tran, H., Xu, X., Yi, C., … Zhang, F. (2022, September 1). Lecture Notes in Networks and Systems, Vol. 543, pp. 752–768.

An XGBoost-Based Fitted Q Iteration for Finding the Optimal STI Strategies for HIV Patients

Yu, Y., & Tran, H. (2022, June 2). IEEE Transactions on Neural Networks and Learning Systems, Vol. 6.

Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes

Zhang, M., Flores, K. B., & Tran, H. T. (2021, July 7). Biomedical Signal Processing and Control, Vol. 69.

Cardiovascular dynamics during head-up tilt assessed via pulsatile and non-pulsatile models

Journal of Mathematical Biology, 79(3), 987–1014.

Real-time implementation and analysis of a modified energy based controller for the swing-up of an inverted pendulum on a cart

Kennedy, E., King, E., & Tran, H. (2019, May 20). European Journal of Control, Vol. 50, pp. 176–187.

Acquisition War-Gaming Technique for Acquiring Future Complex Systems: Modeling and Simulation Results for Cost Plus Incentive Fee Contract

Mathematics, 6(3), 43.

An optimal control approach for blood pressure regulation during head-up tilt

Williams, N. D., Mehlsen, J., Tran, H. T., & Olufsen, M. S. (2018, October 30). Biological Cybernetics, Vol. 113, pp. 149–159.

Detection of Bladder Contractions From the Activity of the External Urethral Sphincter in Rats Using Sparse Regression

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(8), 1636–1644.

Ensemble Kalman Filtering for Inverse Optimal Control

In S.-long Ao, O. Castillo, C. Douglas, D. D. Feng, & A. Korunsky (Eds.), International MultiConference of Engineers and Computer Scientists : IMECS 2018: 14-16 March, 2018, the Royal Garden Hotel, Kowloon, Hong Kong: Vol. II (pp. 526–530). Hong Kong: Newswood Limited, International Association of Engineers.

Hepatitis C Viral Dynamics Using a Combination Therapy of Interferon, Ribavirin, and Telaprevir: Mathematical Modeling and Model Validation

In Hepatitis C - From Infection to Cure.

Immunosuppressant treatment dynamics in renal transplant recipients: an iterative modeling approach

Murad, N., Tran, H. T., Banks, H. T., Everett, R. A., & Rosenberg, E. S. (2018, October 25). Discrete and Continuous Dynamical Systems - B, Vol. 24, pp. 2781–2797.

Optimal control of immunosuppressants in renal transplant recipients susceptible to BKV infection

Optimal Control Applications and Methods, 40(2), 292–309.

Personalized mathematical model of endotoxin-induced inflammatory responses in young men and associated changes in heart rate variability

Mathematical Modelling of Natural Phenomena, 13(5), 42.

War-Gaming Applications for Achieving Optimum Acquisition of Future Space Systems

In Simulation and Gaming.

A physiologically based pharmacokinetic model of vitamin D

Journal of Applied Toxicology, 37(12), 1448–1454.

Adaptive filtering for hidden node detection and tracking in networks

Chaos (Woodbury, N.Y.), 27(7).

An Optimal Control Approach to Structured Treatment Interruptions for HIV Patients: A Personalized Medicine Perspective

Applied Mathematics, 08(07), 934–955.

Mathematical and Statistical Model Misspecifications in Modeling Immune Response in Renal Transplant Recipients

Inverse Problems in Science and Engineering, 26(2), 1–18.

Nonlinear Kalman filtering for censored observations

Applied Mathematics and Computation, 316, 155–166.

Real-Time Implementation of a LQR-Based Controller for the Stabilization of a Double Inverted Pendulum

In S.-long Ao, O. Castillo, C. Douglas, D. D. Feng, & A. Korunsky (Eds.), International MultiConference of Engineers and Computer Scientists : IMECS 2017: 15-17 March, 2017, the Royal Garden Hotel, Kowloon, Hong Kong: Vol. I (pp. 245–250). Hong Kong: Newswood Limited.

Using Multi-Class Classification Methods to Predict Baseball Pitch Types

Journal of Sports Analytics, 4(1), 85–93.

War-gaming application for future space systems acquisition: MATLAB implementation of war-gaming acquisition models and simulation results

In K. D. Pham & G. Chen (Eds.), Sensors and Systems for Space Applications X.

Feasibility of parameter estimation in hepatitis C viral dynamics models

Arthur, J. G., Tran, H. T., & Aston, P. (2016, February 17). Journal of Inverse and Ill-Posed Problems, Vol. 25, pp. 69–80.

RFI modeling and prediction approach for SATOP applications: RFI prediction models

In K. D. Pham & G. Chen (Eds.), Sensors and Systems for Space Applications IX (Vol. 9838).

Real-Time Stabilization of a Single Inverted Pendulum Using a Power Series Based Controller

In G.-C. Yang, S.-I. Ao, X. Huang, & O. Castillo (Eds.), Transactions on engineering technologies : International MultiConference of Engineers and Computer Scientists 2015 (pp. 1–14). Singapore: Springer.

Swing-up of an Inverted Pendulum on a Cart Using a Modified Energy Based Approach

International MultiConference of Engineers and Computer Scientists : IMECS 2016 : 16-18 March, 2016, the Royal Garden Hotel, Kowloon, Hong Kong, I, 185–190. Hong Kong: Newswood Limited, International Association of Engineers.

A Dynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction

In X.-L. Li, T. Cao, E.-P. Lim, Z.-H. Zhou, T.-B. Ho, & D. Cheung (Eds.), Trends and Applications in Knowledge Discovery and Data Mining (pp. 125–137).

Optimization of Klystron Designs Using Deterministic Sampling Methods

IEEE Transactions on Electron Devices, 62(3), 1032–1036.

RFI modeling and prediction approach for SATOPS applications

In K. D. Pham & G. Chen (Eds.), Sensors and Systems for Space Applications VIII (Vol. 9469).

Real-Time Implementation of a Power Series Based Nonlinear Controller for the Balance of a Single Inverted Pendulum

International MultiConference of Engineers and Computer Scientists : IMECS 2015 : 18-20 March, 2015, the Royal Garden Hotel, Kowloon, Hong Kong, 1, 237–241. Hong Kong: Newswood Limited, International Association of Engineers.

Recent advances in Beam Optics Analyzer

Bui, T., Read, M., Lin, M.-C., Ives, R. L., Tallis, B., & Tran, N. H. (2015, April 1). 2015 Ieee International Vacuum Electronics Conference (Ivec).

Stochastic nonlinear mixed effects: a metformin case study

Journal of Pharmacokinetics and Pharmacodynamics, 43(1), 85–98.

Using Kalman Filtering to Predict Time-Varying Parameters in a Model Predicting Baroreflex Regulation During Head-Up Tilt

IEEE Transactions on Biomedical Engineering, 62(8), 1992–2000.

Applying Machine Learning Techniques to Baseball Pitch Prediction

In M. De Marsico, A. Tabbone, & A. Fred (Eds.), Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods (Vol. 1, pp. 520–527).

Baseball pitch classification

In IAENG Transactions on Engineering Sciences (pp. 393–399).

A Comparison of Feature Selection and Classification Algorithms in Identifying Baseball Pitches

International MultiConference of Engineers and Computer Scientists : IMECS 2013 : 13-15 March, 2013, the Royal Garden Hotel, Kowloon, Hong Kong, 263–268.

Cardiovascular Dynamics during Head-up Tilt assessed Via a Pulsatile and Non-pulsatile Model

Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications, 1, 673–680.

A Kalman Filtering Based Approach for the Modeling of the Cardiovascular Regulation System

In W. Backfrieder, A. Bruzzone, F. Longo, V. Novak, & J. Rosen (Eds.), Proceeding of The 1st international workshop on innovative simulation for healthcare, I-WISH (pp. 107–112).

Application of the Unscented Kalman Filtering to Parameter Estimation

Attarian, A., Batzel, J. J., Matzuka, B., & Tran, H. (2012, September 11). Lecture Notes in Mathematics, Vol. 2064, pp. 75–88.

Global Sensitivity and Identifiability Analysis Applied to a Model Predicting Baroreflex Regulation During Head-up Tilt

In W. Backfrieder, A. Bruzzone, F. Longo, V. Novak, & J. Rosen (Eds.), Proceeding of The 1st international workshop on innovative simulation for healthcare, I-WISH (pp. 81–86).

Modeling Red Blood Cell and Iron Dynamics in Patients with Chronic Kidney Disease

International Journal of Pure and Applied Mathematics, 75(1), 103–140.

Optimal Control Theory

In A. Hastings & L. Gross (Eds.), Encyclopedia of Theoretical Ecology (pp. 519–523). Berkeley, CA: University of California Press.

An SDRE-Based Approach for HIV Feedback Control and Control of Thin Film Growth in a CVD Reactor

IFAC Proceedings Volumes, 44(1), 9601–9606.

A comparison of nonlinear filtering approaches in the context of an HIV model

Mathematical Biosciences and Engineering, 7(2), 213–236.

Design of Doubly Convergent Multiple-Beam Electron Guns

Ives, R. L., Attarian, A., Tallis, W., Andujar, C., Forstall, V., Tran, H., … Bui, T. (2010, April 28). IEEE Transactions on Plasma Science, Vol. 38, pp. 1337–1344.

Receding Horizon Control of HIV

David, J., Tran, H., & Banks, H. T. (2010, October 1). Optimal Control Applications and Methods, Vol. 32, pp. 681–699.

A Multicompartment Liver-based Pharmacokinetic Model for Benzene and its Metabolites in Mice

Manning, C. C., Schlosser, P. M., & Tran, H. T. (2009, December 29). Bulletin of Mathematical Biology, Vol. 72, pp. 507–540.

Computational Design of Asymmetric Electron Beam Devices

Ives, R. L., Attarian, A., Bui, T., Read, M., David, J., Tran, H., … Kiley, E. (2009, April 8). IEEE Transactions on Electron Devices, Vol. 56, pp. 753–761.

HIV Model Analysis and Estimation Implementation Under Optimal Control Based Treatment Strategies

International Journal of Pure and Applied Mathematics, 57(3), 357–392.

Mathematical and experimental modeling of physical and biological processes

Boca Raton : CRC Press.

Modeling cerebral blood flow and regulation

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Presented at the 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Computer Optimized Design of Electron Guns

David, J., Ives, R. L., Tran, H. T., Bui, T., & Read, M. E. (2008, January 1). IEEE Transactions on Plasma Science, Vol. 36, pp. 156–168.

Computer optimized design of electron guns

2008 IEEE International Vacuum Electronics Conference. Presented at the 2008 IEEE International Vacuum Electronics Conference (IVEC).

Implementation of Computer Optimization for Design of Electron Guns

'Proceedings of the 9th IEEE International Vacuum Electronics Conference. Presented at the 9th IEEE International Vacuum Electronics Conference, Monterey, CA.

Implementation of computer optimization for design of electron guns

2008 33rd International Conference on Infrared, Millimeter and Terahertz Waves. Presented at the 2008 33rd International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz 2008).

Introduction to the Special Issues: Short-term Cardiovascular–Respiratory Control Mechanisms

Batzel, J. J., Novak, V., Kappel, F., Olufsen, M. S., & Tran, H. T. (2008, January 14). Cardiovascular Engineering An International Journal, Vol. 8, pp. 1–4.

Special Issues: Short-term Cardiovascular–Respiratory Control Mechanisms

In Journal of Cardiovascular Engineering (Vol. 9, pp. 1–71).

A Respiratory System Model: Parameter Estimation and Sensitivity Analysis

Fink, M., Batzel, J. J., & Tran, H. (2007, December 5). Cardiovascular Engineering An International Journal, Vol. 8, pp. 120–134.

Cardiovascular and Respiratory Systems

Computer optimization of electron gun designs

2007 Joint 32nd International Conference on Infrared and Millimeter Waves and the 15th International Conference on Terahertz Electronics. Presented at the 2007 Joint 32nd International Conference on Infrared and Millimeter Waves and the 15th International Conference on Terahertz Electronics (IRMMW-THz).

Enhanced Features for Design of Traveling Wave Tubes Using CHRISTINE-1D

David, J. A., Kory, C. L., Tran, H. T., Ives, R. L., & Chernin, D. (2007, August 1). IEEE Transactions on Plasma Science, Vol. 35, pp. 1056–1064.

Modeling Heart Rate Regulation—Part I: Sit-to-stand Versus Head-up Tilt

Olufsen, M. S., Alston, A. V., Tran, H. T., Ottesen, J. T., & Novak, V. (2007, December 6). Cardiovascular Engineering An International Journal, Vol. 8, pp. 73–87.

Nonlinear feedback controllers and compensators: a state-dependent Riccati equation approach

Banks, H. T., Lewis, B. M., & Tran, H. T. (2007, March 23). Computational Optimization and Applications, Vol. 37, pp. 177–218.

Sensitivity Analysis and Model Assessment: Mathematical Models for Arterial Blood Flow and Blood Pressure

Ellwein, L. M., Tran, H. T., Zapata, C., Novak, V., & Olufsen, M. S. (2007, December 14). Cardiovascular Engineering An International Journal, Vol. 8, pp. 94–108.

Sensory Irritation Response in Rats: Modeling, Analysis and Validation

Yokley, K. A., Tran, H., & Schlosser, P. M. (2007, October 3). Bulletin of Mathematical Biology, Vol. 70, pp. 555–588.

Subset selection for parameter estimation in an HIV model

PAMM, 7(1), 1121501–1121502.

A Delayed Nonlinear PBPK Model for Genistein Dosimetry in Rats

Zager, M. G., Schlosser, P. M., & Tran, H. T. (2006, October 5). Bulletin of Mathematical Biology, Vol. 69, pp. 93–117.

A state‐dependent Riccati equation‐based estimator approach for HIV feedback control

Banks, H. T., Kwon, H. D., Toivanen, J. A., & Tran, H. T. (2006, February 15). Optimal Control Applications and Methods, Vol. 27, pp. 93–121.

Computer Optimized Gun Design

2006 Joint 31st International Conference on Infrared Millimeter Waves and 14th International Conference on Teraherz Electronics. Presented at the >2006 Joint 31st International Conference on Infrared Millimeter Waves and 14th International Conference on Teraherz Electronics.

Dynamic Multidrug Therapies for HIV: Feedback and Structured Treatment Interruption Control Approaches

MTNS 2006 : proceedings of the 17th international symposium on mathematical theory of networks and systems, Kyoto, Japan, 24-28.07.2006. Presented at the 17th International Symposium on Mathematical Theory of Networks and Systems, Kyoto International Conference Hall, Kyoto, Japan.

Modeling baroreflex regulation of heart rate during orthostatic stress

Olufsen, M. S., Tran, H. T., Ottesen, J. T., Lipsitz, L. A., & Novak, V. (2006, June 23). American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, Vol. 291, pp. R1355–1368.

Physiologically‐Based Pharmacokinetic Modeling of Benzene in Humans: A Bayesian Approach

Yokley, K., Tran, H. T., Pekari, K., Rappaport, S., Riihimaki, V., Rothman, N., … Schlosser, P. M. (2006, August 1). Risk Analysis, Vol. 26, pp. 925–943.

Real-time implementation of a frequency shaping controller on a cantilever beam

Lewis, B. M., & Tran, H. T. (2006, August 18). Applied Numerical Mathematics, Vol. 57, pp. 778–790.

Blood pressure and blood flow variation during postural change from sitting to standing: model development and validation

Olufsen, M. S., Ottesen, J. T., Tran, H. T., Ellwein, L. M., Lipsitz, L. A., & Novak, V. (2005, April 29). Journal of Applied Physiology, Vol. 99, pp. 1523–1537.

HIV dynamics: Modeling, data analysis, and optimal treatment protocols

Adams, B. M., Banks, H. T., Davidian, M., Kwon, H.-D., Tran, H. T., Wynne, S. N., & Rosenberg, E. S. (2005, April 30). Journal of Computational and Applied Mathematics, Vol. 184, pp. 10–49.

Design of an Electron Gun Using Computer Optimization

Lewis, B. M., Tran, H. T., Read, M. E., & Ives, R. L. (2004, June 1). IEEE Transactions on Plasma Science, Vol. 32, pp. 1242–1250.

Dynamic Multidrug Therapies for HIV: Optimal and STI Control Approaches

Adams, B. M., Banks, H. T., Kwon, H.-D., & Tran, H. T. (2004, January 1). Mathematical Biosciences & Engineering, Vol. 1, pp. 223–241.

From Concept to Real-time Implementation: POD Based Reduced Order Control of a Cantilever Beam

In B. De Moor, B. Motmans, J. Willems, P. Van Dooren, & V. Blondel (Eds.), Proceedings of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004).

Modeling Cerebral Blood Flow Control During Posture Change from Sitting to Standing

Cardiovascular Engineering, 4(1), 47–58.

Modeling and Optimal Regulation of Erythropoiesis Subject to Benzene Intoxication

Banks, H. T., Cole, C., Schlosser, P., & Tran, H. (2004, March 1). Mathematical Biosciences & Engineering, Vol. 1, pp. 15–48.

Reduced-order-based feedback control of the Kuramoto–Sivashinsky equation

Journal of Computational and Applied Mathematics, 173(1), 1–19.

A well-posedness Result for a Shear Wave Propagation Model

In Control and Estimation of Distributed Parameter Systems (pp. 25–40).

Beam optics analysis - a 3D finite element charged particle code with adaptive meshing

Third IEEE International Vacuum Electronics Conference (IEEE Cat. No.02EX524). Presented at the Third IEEE International Vacuum Electronics Conference.

Development of a biologically-based controlled growth and differentiation model for developmental toxicology

Whitaker, S. Y., Tran, H. T., & Portier, C. J. (2003, January 1). Journal of Mathematical Biology, Vol. 46, pp. 1–16.

Existence–uniqueness and monotone approximation for an erythropoiesis age-structured model

Ackleh, A. S., Deng, K., Cole, C. E., & Tran, H. T. (2003, December 4). Journal of Mathematical Analysis and Applications, Vol. 289, pp. 530–544.

Feedback control of thin film growth in an HPCVD reactor via reduced order models

Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228). Presented at the 40th Conference on Decision and Control.

Linear quadratic regulator problem for infinite dimensional linear systems with delays in control

Proceedings of the 27th IEEE Conference on Decision and Control, 2012–2017.

Modeling of hpa and hpa linearization through a predistorter: global broadcasting service applications

Nguyen, T. M., Yoh, J., Lee, C. H., Tran, H. T., & Johnson, D. M. (2003, June 1). IEEE Transactions on Broadcasting, Vol. 49, pp. 132–141.

SCATTER - a new computer code for modeling reflected electrons from surfaces

Third IEEE International Vacuum Electronics Conference (IEEE Cat. No.02EX524). Presented at the Third IEEE International Vacuum Electronics Conference.

State Estimation and Tracking Control of Nonlinear Dynamical Systems

In W. Desch, F. Kappel, & K. Kunisch (Eds.), Control and Estimation of Distributed Parameter Systems (pp. 1–24).

Diversity and Combining Techniques for 2G and 3G PCS Systems

20th AIAA International Communication Satellite Systems Conference and Exhibit. Presented at the 20th AIAA International Communication Satellite Systems Conference and Exhibit.

Modeling and Computation of Propagating Waves from Coronary Stenoses

Computational & Applied Mathematics, 21(3), 767–788.

Proper orthogonal decomposition for flow calculations and optimal control in a horizontal CVD reactor

Ly, H. V., & Tran, H. T. (2002, December 1). Quarterly of Applied Mathematics, Vol. 60, pp. 631–656.

Proper orthogonal decomposition-based control of transverse beam vibrations: experimental implementation

Banks, H. T., Rosario, R. C. H., & Tran, H. T. (2002, September 1). IEEE Transactions on Control Systems Technology, Vol. 10, pp. 717–726.

RFI modeling of satellite communications

MILCOM 2000 Proceedings. 21st Century Military Communications. Architectures and Technologies for Information Superiority (Cat. No.00CH37155). Presented at the IEEE Military Communications Conference (MILCOM'00).

Reduced Order Modeling and Control of Thin Film Growth in an HPCVD Reactor

Kepler, G. M., Banks, H. T., Tran, H. T., & Beeler, S. C. (2002, January 1). SIAM Journal on Applied Mathematics, Vol. 62, pp. 1251–1280.