For complete publication list, please visit my google scholar.
You may find preprint version of some of my works on eScholorship.
Ph.D. Dissertation: Modeling and Design Enablement for Future Computing
For complete publication list, please visit my google scholar.
You may find preprint version of some of my works on eScholorship.
Ph.D. Dissertation: Modeling and Design Enablement for Future Computing
C. -T. Tung and C. Hu, "Physics-Informed Neural Networks for Device and Circuit Modeling: A Case Study of NeuroSPICE," in IEEE Electron Device Letters, doi: 10.1109/LED.2026.3667891.
C. -T. Tung, "A Unified Memristor Compact Model for RRAM, FERAM/FTJ, and MRAM," in IEEE Transactions on Electron Devices, vol. 73, no. 1, pp. 332-339, Jan. 2026, doi: 10.1109/TED.2025.3633652.
C. -T. Tung, J. -H. Chen, S. Salahuddin and C. Hu, "Physics-Enhanced Neural Network Compact Model for Fast and Flexible Transistor Modeling," in IEEE Transactions on Electron Devices, vol. 72, no. 12, pp. 6487-6493, Dec. 2025, doi: 10.1109/TED.2025.3627591.
Chien-Ting Tung, Study and design nanotransistor using SEMIDV device simulator. APL Electronic Devices 1 September 2025; 1 (3): 036114.
Fredo Chavez, Jen-Hao Chen, Chien-Ting Tung, Chenming Hu, and Sourabh Khandelwal, "Application of explainable AI on deep learning-based gate length scalable IV parameter extractor for BSIM-IMG," in Solid-State Electronics, Volume 229, November 2025, 109154.
Jen-Hao Chen, Fredo Chavez, Chien-Ting Tung, Sourabh Khandelwal, and Chenming Hu, "A multi-stage neural network I-V and C-V BSIM-CMG model global parameter extractor for advanced GAAFET technologies," in Solid-State Electronics, Volume 226, June 2025, 109081.
C. T. Tung, S. Salahuddin and C. Hu, "BSIM-NN: A Machine Learning Compact Model for Fast IC Simulation," 2025 9th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Hong Kong, Hong Kong, 2025, pp. 1-3. (Invited Talk).
J. -H. Chen, A. Pampori, C. -T. Tung, S. Salahuddin and C. Hu, "A BSIM Compact Model of Two-Dimensional Semiconductor Field Effect Transistors," 2025 9th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Hong Kong, Hong Kong, 2025, pp. 1-3.
C. -T. Tung, S. Salahuddin and C. Hu, "A SPICE-Compatible Neural Network Compact Model for Efficient IC Simulations," 2024 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), San Jose, CA, USA, 2024.
C. -T. Tung, A. Pampori, C. Dabhi, S. Salahuddin and C. Hu, "A Novel Neural Network-based Transistor Compact Model including Self-Heating," in IEEE Electron Device Letters, vol. 45, no. 8, pp. 1512-1515, Aug. 2024.
Chien-Ting Tung, Chetan Kumar Dabhi, Sayeef Salahuddin, and Chenming Hu, "A versatile compact model of resistive random-access memory (RRAM)," Solid-State Electronics, Volume 220, 2024, 108989.
Jen-Hao Chen, Fredo Chavez, Chien-Ting Tung, Sourabh Khandelwal, and Chenming Hu, "A single neural network global I-V and C-V parameter extractor for BSIM-CMG compact model," in Solid-State Electronics, Volume 216, June 2024, 108898.
C. -T. Tung, S. Salahuddin and C. Hu, "Non-Quasi-Static Modeling of Neural Network-based Transistor Compact Model for Fast Transient, AC, and RF Simulations," in IEEE Electron Device Letters, vol. 45, no. 7, pp. 1277-1280, July 2024.
C. -T. Tung, A. Dasgupta, H. Agarwal, S. Salahuddin and C. Hu, "A Compact Model of Perpendicular Spin-Transfer-Torque Magnetic Tunnel Junction," in IEEE Transactions on Electron Devices, vol. 71, no. 1, pp. 57-61, Jan. 2024.
Fredo Chavez, Chien-Ting Tung, Ming-Yen Kao, Chenming Hu, Jen-Hao Chen and Sourabh Khandelwal, "Deep learning-based I-V Global Parameter Extraction for BSIM-CMG," in Solid-State Electronics, Volume 209, November 2023, 108766.
F. Chavez, J. -H. Chen, C. -T. Tung, C. Hu and S. Khandelwal, "I-V Global Parameter Extraction for Industry Standard FinFET Compact Model using Deep Learning," 2023 IEEE International Symposium on Radio-Frequency Integration Technology (RFIT), Cairns, Australia, 2023, pp. 20-22.
C. -T. Tung and C. Hu, "Neural Network-Based BSIM Transistor Model Framework: Currents, Charges, Variability, and Circuit Simulation," in IEEE Transactions on Electron Devices, vol. 70, no. 4, pp. 2157-2160, April 2023.
G. Pahwa, A. Dasgupta, C. T. Tung, M.Y. Kao, C. K. Dabhi, S. Sarker, S. Salahuddin, C. Hu, "Compact Modeling of Emerging IC Devices for Technology-Design Co-development," 2022 International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2022, pp. 8.1.1-8.1.4. (Invited paper).
C. -T. Tung, M. -Y. Kao and C. Hu, "Neural Network-Based IV and CV Modeling with High Accuracy and Potential Model Speed," in IEEE Transactions on Electron Devices, vol. 69, no. 11, pp. 6476-6479, Nov. 2022.
C. -T. Tung, G. Pahwa, S. Salahuddin and C. Hu, "A Compact Model of Ferroelectric Field-Effect Transistor," in IEEE Electron Device Letters, vol. 43, no. 8, pp. 1363-1366, Aug. 2022.
C. -T. Tung, G. Pahwa, S. Salahuddin and C. Hu, "A Compact Model of Nanoscale Ferroelectric Capacitor," in IEEE Transactions on Electron Devices, vol. 69, no. 8, pp. 4761-4764, Aug. 2022.
C. -T. Tung, S. Salahuddin and C. Hu, "A Compact Model of Antiferroelectric Capacitor," in IEEE Electron Device Letters, vol. 43, no. 2, pp. 316-318, Feb. 2022.
C. -T. Tung, G. Pahwa, S. Salahuddin and C. Hu, "A Compact Model of Metal–Ferroelectric-Insulator–Semiconductor Tunnel Junction," in IEEE Transactions on Electron Devices, vol. 69, no. 1, pp. 414-418, Jan. 2022.
C. -T. Tung, H. -Y. Lin, S. -W. Chang and C. -H. Wu, "Analytical Modeling of Tunnel-Junction Transistor Lasers," in IEEE Journal of Selected Topics in Quantum Electronics, vol. 28 (2022).
C. -T. Tung, G. Pahwa, S. Salahuddin and C. Hu, "A Compact Model of Polycrystalline Ferroelectric Capacitor," in IEEE Transactions on Electron Devices, vol. 68, no. 10, pp. 5311-5314, Oct. 2021.
Chien-Ting Tung, Shu-Wei Chang, and Chao-Hsin Wu, “Chirp-free optical-signal generation using dual-and-direct current-voltage modulation of transistor lasers”, Optics Letters 45, 2474-2477 (2020).
Chien-Ting Tung, Chi-Hsiang Chang, Shu-Wei Chang, and Chao-Hsin Wu, “Pulse compression irrespective of fiber dispersion using chirp of transistor lasers”, Optics Letters 44, 2109-2112 (2019)
Chien-Ting Tung, Shu-Wei Chang, and Chao-Hsin Wu, “Theoretical analysis on optical frequency response of tunnel-junction transistor lasers operated in different configurations”, Journal of Applied Physics 125, 023105 (2019).
C. -T. Tung, S. -W. Chang and C. -H. Wu, "High Speed Data Transmission under Voltage Modulation of Transistor Lasers," 2018 23rd Opto-Electronics and Communications Conference (OECC), Jeju, Korea (South), 2018.