CHENG-FANG SU - Research

Research

Research Interests

Free boundary problems.
Fluid mechanics.
Partial differential equations.
Quantum computing\Quantum information
Medical AI issues、ML and DL.
Contact geometry.
Mathematics education.

Research Grants

Investigating Quantum Channels in Noisy Quantum Systems: Some Mathematical Problems in Quantum Information Theory (NSTC 113-2115-M-A49-015-MY2), 2024/08/01- 2026/07/31.
Mathematical research topics in quantum computing (MOST 111-2115-M-A49 -010 -MY2), 2022/08/01- 2024/07/31.
Some research problems in the mathematical fluid dynamics (MOST 110-2115-M-009-002-), 2021/03/01- 2023/07/31.

Publication Lists

Cheng-Fang Su, Chun-Hao Yang, Shih-Hsin Huang, and Hai-Ping Tsui, Prediction Analysis of Surface Roughness Based on Electrical Spark Quality. Procedia CIRP, Volume 137, 2025, Pages 40-45.
Jhih-Cing Huang, Yu-Lin Tsai, C.-H. Huck Yang, Cheng-Fang Su, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo. Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise. IEEE International Conference on Acoustics, Speech, & Signal Processing, 2023. (arXiv:2211.00887)
Tai-Yue Li, Venugopala Reddy Mekala, Ka-Lok Ng, and Cheng-Fang Su, Classification of Tumor Metastasis Data by Using Quantum kernel-based Algorithm. The 22nd IEEE International Conference on BioInformatics and BioEngineering, 2022.
Cheng-Chieh Chang, Liang-Ting Tsai, Chih-Husan Chang, Kuo-Chen Chang, Cheng-Fang Su. Effects of Science Reader Belief and Reading Comprehension on High School Students’ Science Learning via Mobile Devices. Sustainability 2021, 13(8), 4319.
Ying-Chieh Lin, Young-Sam Kwon, and Cheng-Fang Su, Asymptotic limit for rotational compressible magnetohydrodynamic flows. Journal of Mathematical Fluid Mechanics. Volume 28, Issue 2, June, 2020.
Ying-Chieh Lin, Young-Sam Kwon, and Cheng-Fang Su. Derivation of inviscid quasi-geostrophic equation from rotational compressible magnetohydrodynamic flows. Journal of Nonlinear Science, Volume 28, Issue 2, pp 599–620. April, 2018.
Cheng-Fang Su, and Cheng-Chieh Chang. 數位筆記本融入高級中學數學補救課程之研究, 數位學習科技期刊, 第 7 卷第 4 期, 第 45-69 頁, 2015 年 10 月. (Application of Digital Notebooks in Remedial Mathematics Instruction for Senior High School Students, International Journal on Digital Learning Technology, Vol 7(4), Page 45-69. October, 2015.) (TSSCI)

Preprints

Chi-Chuan Hwang, Cheng-Fang Su*, & Jung-Fan Yang (2025). Relativistic Quantum Simulation of Hydrogen Sulfide for Hydrogen Energy via Hybrid Quantum-Classical Algorithms. arXiv:2504.10069. (Submitted )
Chi-Chuan Hwang, Cheng-Fang Su*, & Yu-An Hong (2025). Comparative Analysis of Quantum Support Vector Machines and Variational Quantum Classifiers for B-cell Epitope Prediction in Vaccine Design. arXiv:2504.10073. (Submitted )
Chi-Chuan Hwang , Chu-Yuan Tseng , & Cheng-Fang Su* (2022), Quantum circuit design for computer-assisted Shor's algorithm, TechRxiv, DOI: 10.36227/techrxiv.19152632.v1. (Submitted )
C.H. Arthur Cheng*, Ying-Chieh Lin, & Cheng-Fang Su, The existence of solutions of 2-dimensional incompressible Navier-Stokes equations with surface tension in an optimal Sobolev space. arXiv:1307.3702.

Academic Honors

Excellence Research Award, The 6th Taiwan-Japan Joint Workshop for Young Scholars in Applied Mathematics, February 2015.

Invited talks (from 2019)

Department of Mathematics, National Taiwan Normal University. Nov. 20, 2024.
2024 NCTS Workshop on Computational Mathematics and Scientific Computing for Young Researchers. Aug. 30, 2024.
National Taiwan University. Aug. 26, 2024.
NCTS Physics Division. Jun. 26, 2024.
Department of Mathematics, National Cheng Kung University. May 23, 2024.
2024 TWSIAM Annual Meeting. May 19, 2024.
Department of Mathematics, National Changhua University of Education. Nov. 11, 2023.
Department of Mathematics, National Chung Cheng University. Nov. 16, 2022.
Department of Applied Mathematics, National University of Kaohsiung. Nov. 2, 2022.
Department of Computer Science and Information Engineering, National Taipei University of Technology. Sep. 17, 2022.
Center of Astronomy and Gravitation, National Taiwan Normal University. May 8, 2022.
2022 Conference on Advanced Topics and Auto Tuning in High-Performance Scientific Computing, Mar 30, 2022.
Asia University, Taiwan, Mar 12, 2022.
Center of Astronomy and Gravitation, National Taiwan Normal University. Dec 23, 2021.
Computing Simulation Center, National Cheng Kung University. Apr 25, 2021.
Department of Mathematics, National Tsing Hua University. Dec 7, 2020.
2020 TMS Annual Meeting. Dec 6, 2020.
First NCTS PDE Symposium. National Center for Theoretical Sciences. February 13, 2020.
The 28th Annual Meeting on Differential Equations and Related Topics. December 28, 2019.
Department of Applied Mathematics, Feng Chia University. October 23, 2019.
National Center for Theoretical Sciences. July 23, 2019.
Department of Mathematics, National Tsing Hua University. June 4, 2019.
Department of Mathematics, National Changhua University of Education. May 30, 2019.
Department of Mathematics, National Cheng Kung University. May 9, 2019.
Department of Mathematics, National Taiwan Normal University. May 8, 2019.
The 27th Annual Meeting on Differential Equations and Related Topics. January 27, 2019.

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