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Lin, Yu-Tuan

Lin, Yu-Tuan

Chief IT Manager & Associate Research Specialist

Research Fields: Computer Science, Numerical Analysis, Polynomial Chaos Expansion,

Email : ytlin@math.sinica.edu.tw

Extension : 743

Network Administrator : Mrs. Lin focuses on  network components within our institute's LAN/WAN infrastructure and is responsible for the maintenance and administration of our servers,  routers, switches, firewalls, IPPBX,  IP phones,  and network security issues.

VMware System manager : She is in charge of setting up virtual hosts for Tomcat JSP containers and Apache web servers in  the VMware vSphere system. 

MSSQL/MySQL Database Administrator : Mrs. Lin designed and implemented these databases and is in charge of all updates and maintenance for these systems.

Web Programer : She is responsible for developing codes and creating designs and layouts for all websites in our institute. She also  writes the programming code(JSP) to comply with each business requirements at our institute. 

  • Ph.D. in Applied Mathematics National Chung Hsing Univ. 2012 - 2016
  • M.S. in Applied Mathematics National Chung Hsing University 1991-1993
  • B.S. in Applied Mathematics National Chung Hsing Univ. 1987-1991

  • Associate Research Specialist Institute of Mathematics, Academia Sinica 2016/12 - Present
  • Assistant Research Specialist Institute of Mathematics, Academia Sinica 2003/11-2016/12
  • Computer System Manager Institute of Mathematics, Academia Sinica 1996/5-Present
  • Research Assistant Institute of Mathematics, Academia Sinica 1994/8-1996/4
  • Teaching Assistant Department of Mathematics, Tamkang University 1993/7-1994/7

  • (with Wen-Hwa Liao , Chen-Yang Lin , and Ssu-Chi Kuai ) "A Group Recommendation System for Movies Using Deep Learning", 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), 2023
  • (with 廖文華, 林宸秧) "基於圖神經網路的群組關聯電影推薦系統", TANET 2022 Taiwan Academic Network Conference, 2022-12
  • (with Yin-Tzer Shih, C.-S. Chien, Q. Sheng) "A note on stochastic polynomial chaos expansions for uncertain volatility and Asian option pricing", Applied Mathematics and Computation, 393, 1-12, 2021
  • "Sparse approximation of moment-based arbitrary polynomial chaos on support vector regression", ICS 2020 Conference Proceeding, 2020-12
  • (with Li-Chen Cheng, Shirley Chou, and Chen-Yang Lin) "Implementations of Opinion Mining using FB Trailer Comments", Proceedings of 2020 International Conference on Information Management, 2020-12
  • (with Chih-Ching Tsai, Yin-Tzer Shih, Hui-Ching Wang) "Tailored finite point method for solving one-dimensional Burgers' equation", International Journal of Computer Mathematics, 94 (4), 800-812, 2017
  • (with Yin-Tzer Shih, Chih-Ching Tsai) "An Anisotropic Convection-Diffusion Model Using Tailored Finite Point Method for Image Denoising and Compression", Communications in Computational Physics, 19 (5), 1357-1374, 2016-5
  • (with Yin-Tzer Shih, Hui-Ching Wang) "An Explicit and Implicit Tailored Finite Point Method for Option Pricing Simulation", Proceedings of the 6th International Asia Conference on Industrial Engineering and Management Innovation, Springer, 189-199, 2015-10
  • (with C.H. Han) "Accelerated Variance Reduction Methods on GPU", Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014, IEEE Conference Publications , 1023-1028, 2014, Link
  • (with Mo-Hong Chou, Hsiu-Chuan Wei) "Oregonator-based simulation of the Belousov-Zhabotinskii reaction", International Journal of Bifurcation and Chaos (IJBC), 17 (12), 4337-4353, 2007
  • (with M. H. Chou) "Exotic dynamic behavior of the forced Fitz Hugh-Nagumo equations test", Computers and Math. Applic., 32 (10), 109-124, 1996