Personal profile
Research Interests
Modeling, Scientific Computation
Experience
2012.06-2012.12 Marie Curie Experienced Researcher, Loughborough University, UK
2012.12-2014.07 Research Associate, Loughborough University, UK
2014.08-present Assistant Professor, National Chiao Tung University, Taiwan
Education/Academic qualification
PhD, Applied Mathematics, New Jersey Institute of Technology
External positions
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Collaborations and top research areas from the last five years
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數據驅動之數學建模
Lin, T.-S. (PI)
1/08/25 → 31/07/26
Project: Government Ministry › Other Government Ministry Institute
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數據驅動之數學建模
Lin, T.-S. (PI)
1/08/24 → 31/07/26
Project: Government Ministry › Other Government Ministry Institute
-
數據驅動之數學建模
Lin, T.-S. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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數據驅動之數學建模
Lin, T.-S. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Spectral Method, Thin Film Equation
Lin, T.-S. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Coherent Structure Interactions in Spatially Extended Systems Driven by Excited Hidden Modes
Round, A., Lin, T. S., Pradas, M., Tseluiko, D. & Kalliadasis, S., Jul 2025, In: Physical Review X. 15, 3, 031010.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A Hybrid Neural-Network and MAC Scheme for Stokes Interface Problems
Chang, C. C., Dai, C. Y., Hu, W. F., Lin, T. S. & Lai, M. C., 2024, In: East Asian Journal on Applied Mathematics. 14, 3, p. 490-506 17 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A shallow physics-informed neural network for solving partial differential equations on static and evolving surfaces
Hu, W. F., Shih, Y. J., Lin, T. S. & Lai, M. C., 1 Jan 2024, In: Computer Methods in Applied Mechanics and Engineering. 418, 116486.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Distinguishing methicillin-resistant Staphylococcus aureus from methicillin-sensitive strains by combining Fe3O4 magnetic nanoparticle-based affinity mass spectrometry with a machine learning strategy
Ma, W. H., Chang, C. C., Lin, T. S. & Chen, Y. C., May 2024, In: Microchimica Acta. 191, 5, 273.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment
Ho, Y. C., Lin, T. S., Wang, S. C., Chang, C. H. & Lin, Y. T., 1 Sep 2024, In: Physiological Measurement. 45, 9, 095005.Research output: Contribution to journal › Article › peer-review
1 Scopus citations