謝東翰

Tung-Han Hsieh

Education

  • Ph.D. Physics Department, National Taiwan University, 2002.
  • B.S. Physics Department, National Taiwan University, 1996.

Research Fields

  • HPC development and maintenance.
  • Machine learning.
  • Bio-Imaging processing.
  • Computational physics and Lattice gauge theory.

Experience

  • Research Specialist, Research Center for Applied Sciences, Academia Sinica, 2020-06.
  • Associated Research Specialist, Research Center for Applied Sciences, Academia Sinica, 2016-01 - 2010-05.
  • Assistant Research Specialist, Research Center for Applied Sciences, Academia Sinica, 2006-08 - 2015-12.
  • Assistant Professor, Physics Section, Commission of General Education, National United University, 2005-07 - 2006-07.
  • Postdoctoral Research Associate, Physics Department, National Taiwan University, 2002-07 - 2005-06.

Patents:


Publications

Machine-learning assisted antibiotic detection and categorization using a bacterial sensor array
Huang Wei-Che, Wei Chin-Dian, Belkin Shimshon, Hsieh Tung-Han, Cheng Ji-Yen
 [ DOI here ]    Year:2022-03
Sensors and Actuators B: Chemical
Deduction learning for precise noninvasive measurements of blood glucose with a dozen rounds of data for model training
Wei-Ru Lu, Wen-Tse Yang, Justin Chu, Tung-Han Hsieh & Fu-Liang Yang
 [ DOI here ]    Year:2022-04
Scientific Reports
90% Accuracy for Photoplethysmography-Based Non-Invasive Blood Glucose Prediction by Deep Learning with Cohort Arrangement and Quarterly Measured HbA1c
Chu Justin, Yang Wen-Tse, Lu Wei-Ru, Chang Yao-Ting, Hsieh Tung-Han, Yang Fu-Liang
 [ DOI here ]    Year:2021-11
Sensors
Generation of Augmented Capillary Network Optical Coherence Tomography Image Data of Human Skin for Deep Learning and Capillary Segmentation
Mekonnen Bitewulign Kassa, Hsieh Tung-Han, Tsai Dian-Fu, Liaw Shien-Kuei, Yang Fu-Liang, Huang Sheng-Lung
 [ DOI here ]    Year:2021-04
Diagnostics
One-Minute Finger Pulsation Measurement for Diabetes Rapid Screening with 1.3% to 13% False-Negative Prediction Rate
Chu Justin, Yang Wen-Tse, Hsieh Tung-Han, Yang Fu-Liang
 [ DOI here ]    Year:2021-02
Biomedical Statistics and Informatics
Accurate prediction of glucose concentration and identification of major contributing features from hardly distinguishable near-infrared spectroscopy
Bitewulign Kassa Mekonnen, Webb Yang, (Tung-Han Hsieh), Shien-Kuei Liaw, Fu-Liang Yang*
 [ DOI here ]    Year:2020-05
Biomedial Signal Processing and Control
Simultaneous assessment of cell morphology and adhesion using aluminum nanoslit-based plasmonic biosensing chips
Hsien-San Hou, Kuang-Li Lee, Chen-Hung Wang, (Tung-Han Hsieh), Juan-Jie Sun, Pei-Kuen Wei, Ji-Yen Cheng*
 [ DOI here ]    Year:2019-05-10
Scientific Reports
Widefield frequency domain fluorescence lifetime imaging microscopy (FD-FLIM) for accurate measurement of oxygen gradients within microfluidic devices
Hsiao-Mei Wu, Tse-Ang Lee, Ping-Liang Ko, Wei-Hao Liao, (Tung-Han Hsieh), and Yi-Chung Tung*
 [ DOI here ]    Year:2019-05-28
Analyst,
Multiplex detection of urinary miRNA biomarkers by transmission surface plasmon resonance
Wing Kiu Yeung, Huai-Yi Chen, Juan-Jie Sun, (Tung-Han Hsieh), Mansoureh Z. Mousavi, Hsi-Hsien Chen, Kuang-Li Lee, Heng Lin, Pei-Kuen Wei, Ji-Yen Cheng*
    Year:2018-08-16
ANALYST
Compressed sensing based CT reconstruction algorithm combined with modified Canny edge detection
Chia-Jui Hsieh, Ta-Ko Huang, (Tung-Han Hsieh), Guo-Huei Chen, Kun-Long Shih, Zhan-Yu Chen, Jyh-Cheng Chen*, Woei-Chyn Chu*
 [ DOI here ]    Year:2018-07-27
PHYSICS IN MEDICINE AND BIOLOGY
Improving accuracy using subpixel smoothing for multiband effective-mass Hamiltonians of semiconductor nanostrucures
Chi-Ti Hsieh, Tung-Han Hsieh, Shu-Wei Chang
 [ DOI here ]    Year:2016-01
COMPUTER PHYSICS COMMUNICATIONS
Decay constants of pseudoscalar D-mesons in lattice QCD with domain-wall fermion
Wen-Ping Chen, Yu-Chih Chen, Ting-Wai Chiu, Han-Yi Chou, Tian-Shin Guu, Tung-Han Hsieh
    Year:2014-07
PHYSICS LETTERS B
Pseudoscalar Meson in Two Flavors QCD with the Optimal Domain-Wall Fermion
Ting-Wai Chiu, Tung-Han Hsieh and Yao-Yuan Mao (TWQCD Collaboration)
 [ DOI here ]    Year:2012-10
PHYSICS LETTERS B
Simulation of quantum chromodynamics on the lattice with exactly chiral lattice fermions
S.Aoki, T.W.Chiu, G.Cossu, X.Feng, H.Fukaya, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, J.I.Noaki, T.Onogi, E.Shintani, K.Takeda
 [ DOI here ]    Year:2012-09
Progress of Theoretical and Experimental Physics
Topological Susceptibility in Two Flavors Lattice QCD with the Optimal Domain-Wall Fermion
Ting-Wai Chiu, Tung-Han Hsieh and Yao-Yuan Mao (for the TWQCD Collaboration)
    Year:2011-06
PHYSICS LETTERS B
The role of the auxiliary atomic ion beam in C60^+ - Ar^+ co-sputtering
Wei-Chun Lin, Chi-Ping Liu, Che-Hung Kuo, Hsuu-Yun Chang, Chi-Jen Chang, Tung-Han Hsieh, Szu-Hsian Lee, Yun-Wen You, Wei-Lun Kao, Guo-Ji Yen, Chih-Chieh Huang, Jing-Jong Shyue
 [ DOI here ]    Year:2010-12
Analyst
Pion form factors from two-flavor lattice QCD with exact chiral symmetry
JLQCD, TWQCD collaborations: S.Aoki, T.W.Chiu, H.Fukaya, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, J.Noaki, T.Onogi, E.Shintani, N.Yamada
 [ DOI here ]    Year:2009-08
Physical Review D
Lattice study of vacuum polarization function and determination of strong coupling constant
E. Shintani, S. Aoki, T. W. Chiu, S. Hashimoto, T. H. Hsieh, T. Kaneko, H. Matsufuru, J. Noaki, T. Onogi, N. Yamada, for the JLQCD, TWQCD Collaboration
 [ DOI here ]    Year:2009-04
Physical Review D
Convergence of the chiral expansion in two-flavor lattice QCD
J.Noaki*, S.Aoki, T.W.Chiu, H.Fukaya, S.Hashimoto, (T.H.Hsieh), T.Kaneko, H.Matsufuru, T.Onogi, E.Shintani, N.Yamada [JLQCD and TWQCD Collaborations]
    Year:2008-11
Physical Review Letters
Topological susceptibility in 2+1 flavors lattice QCD with domain-wall fermions
Ting-Wai Chiu, (Tung-Han Hsieh)*, Po-Kai Tseng [TWQCD Collaboration]
    Year:2008-11
Physics Letters B
Topological susceptibility in two-flavor lattice QCD with exact chiral symmetry
S.Aoki, T.W.Chiu*, H.Fukaya, S.Hashimoto, (T.H.Hsieh), T.Kaneko, H.Matsufuru, J.Noaki, K.Ogawa, T.Onogi, N.Yamada [JLQCD and TWQCD Collaborations]
    Year:2008-06
Physics Letters B
Beauty mesons in lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh), Chao-Hsi Huang, Kenji Ogawa [TWQCD Collaboration]
    Year:2007-06
Physics Letters B
$X(3872)$ in lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh) [TWQCD Collaboration]
    Year:2007-01
Physics Letters B
Pseudovector meson with strangeness and closed-charm
Ting-Wai Chiu*, (Tung-Han Hsieh) [TWQCD Collaboration]
    Year:2006-06
Physical Review D
$Y(4260)$ on the lattice
Ting-Wai Chiu*, (Tung-Han Hsieh) [TWQCD Collaboration]
    Year:2006-05
Physical Review D
Pseudoscalar decay constants $f_D$ and $f_{D_s}$ in lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh), Jon-Yu Lee, Pei-Hua Liu, Hsiu-Ju Chang
    Year:2005-08
Physics Letters B
Study of $\\Theta^+(udud\\bar s)$ in lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2005-08
Physical Review D
Neuberger's double pass algorithm
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2003-12
PHYSICAL REVIEW E
A Linux PC cluster for lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh), Chao-Hsi Huang, Tsung-Ren Huang
    Year:2003-11
International Journal of Modern Physics C
Light quark masses, chiral condensate and quark-gluon condensate in quenched lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2003-09
Nuclear Physics B
Note on the Zolotarev optimal rational approximation for the overlap Dirac operator
Ting-Wai Chiu*, (Tung-Han Hsieh), Chao-Hsi Huang, Tsung-Ren Huang
    Year:2002-12
Physical Review D
Quenched chiral logarithms in lattice QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2002-07
Physical Review D
Light quark masses in quenched QCD with exact chiral symmetry
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2002-05
Physics Letters B
Perturbation Calculation of the Axial Anomaly of a Ginsparg-Wilson lattice Dirac operator
Ting-Wai Chiu*, (Tung-Han Hsieh)
    Year:2002-02
Physical Review D