About
Professional SummaryJyh-Woei Lin (German mane: Stefan Lin) received the B.Sc. degree from the Department of Physics, Chung Yuan Christian University, Chung Li City, Taiwan, in 1989, the M.Sc. degree from the Institute of Geophysics, National Central University, Chung Li City, in 1991, the Ph.D. degree from the Department of Electrical Engineering, Southern Taiwan University of Science and Technology, Tainan, Taiwan, in 2019. Since 2016, he is a Researcher in the Department of Electrical Engineering, Southern Taiwan University of Science and Technology. Until 2020, he has about 70 SCI and EI papers include artificial intelligence, space physics, geophysics, medical sciences, and remote sensing, especially four books publications in Germany and two books in USA.
Education
Academic Background-
Ph.D. Southern Taiwan University of Science and Technology, Taiwan Electrical Engineering | Completed: 2019
Publications (54)
Selected Scholarly Contributions
2025
Is it Hydrogen Energy the Future? Current Development of Hydrogen Purification and Storage Technologies: A Review
2025
The United States withdraws from the Paris Climate Agreement again: Influences and challenges of sustainable development in Chinese Taiwan
2025
Lambdoma Matrix Harmonic Music Therapy for Elderly Female Insomnias in Taiwan: A Preliminary Evaluation of this Body, Mind and Soul Music Therapy
2024
Space solar power project and a theoretically performable solar energy policy with some proposed improvement measures for energy transition in the future
2024
The Possibility of Real-Time and Long-Term Predictions for Geomagnetic Storms Using Neural Networks
2023
Generalized two-dimensional principal component analysis and two artificial neural network models to detect traveling ionospheric disturbances
2022
Predicting ionospheric precursors before large earthquakes using neural network computing and the potential development of an earthquake early warning system
2022
2021
Magnetic field measurements by the satellite systems: a review.
Jyh-Woei Lin
2021
Is the algorithm of artificial neural network a deduction or induction? discussion between natural sciences, mathematics and philosophy.
Jyh-Woei Lin
2021
Brief introduce of planetary K-index: an indicator of geomagnetic storms.
Jyh-Woei Lin
2021
Researching significant earthquakes in Taiwan using two back-propagation neural network models.
Jyh-Woei Lin
2020
Detecting total electron content precursors before earthquakes by examining total electron content images based on butterworth filter in convolutional neural networks.
Jyh-Woei Lin
2020
Ginkgo Biloba as a new medication for resisting dementia: A new proposal.
Jyh-Woei Lin
2019
2019
Active probability backpropagation neural network model for monthly prediction of probabilistic seismic hazard analysis in Taiwan.
Jyh-Woei Lin
2019
Detecting all possible ionospheric precursors by Kernel-based two-dimensional principal component analysis.
Jyh-Woei Lin
2019
Is it possible to use BACK PROPAGATION NEURAL NETWORK (BPNN) as predictor when tracing the brain waves: A case study.
Jyh-Woei Lin
2018
Determining neuronal number in each hidden layer using earthquake catalogues as training data in training an embedded back propagation neural network for predicting earthquake magnitude.
Jyh-Woei Lin
2018
Backpropagation neural network as earthquake early warning tool using a new modified elementary Levenberg-Marquardt algorithm to minimise backpropagation errors.
Jyh-Woei Lin
2018
Ionospheric response to huge gas explosion in Kaohsiung City, Taiwan, on July 31, 2014.
Jyh-Woei Lin
2018
Backpropagation Neural Network (BPNN) as tracing method to trace physionet EMG signals: A case study.
Jyh-Woei Lin
2017
Artificial neural network related to biological neuron network: A review.
Jyh-Woei Lin
2017
Applying Two-Dimensional Principal Component Analysis (2DPCA) to the early detection of a weak earthquake-induced tsunami: A case study.
Jyh-Woei Lin
2017
Detecting ionospheric anomalies associated with three Japan Miyako earthquakes to show their correlations and associated earthquake-induced tsunamis.
Jyh-Woei Lin
2016
Ionospheric anomaly associated with Xiaolin mudslide following Typhoon Morakot in Taiwan: Two-Dimensional Principal Component Analysis (2DPCA).
Jyh-Woei Lin
2015
Early warning from seismic ionospheric anomaly of the 24 May 2014, Mw = 6.4 Aegean-Sea earthquake: Two-Dimensional Principal Component Analysis (2DPCA).
Jyh-Woei Lin
2015
Ionospheric precursor related to 03 August, 2014, Mw = 6.1 China' Yunnan earthquake: Two-dimensional principal component analysis.
Jyh-Woei Lin
2015
Ionospheric situation from huge gas explosion in Kaohsiung City in Taiwan on 31 July 2014.
Jyh-Woei Lin
2014
Ionospheric precursor of 2008 China Wenchuan earthquake using two-dimensional principal component analysis.
Jyh-Woei Lin
2014
Rainfall-triggered ordinary earthquakes in Taiwan: A statistical analysis.
Jyh-Woei Lin
2014
Ionospheric precursor for a deep earthquake (∼378 km) near Papua New Guinea occurred on 7 July 2013, Mw = 7.2 in the environment of geomagnetic storm using two-dimensional principal component analysis.
Jyh-Woei Lin
2014
Possible reason of ionospheric anomaly post the April 20, 2013, Mw = 6.6 China' Lushan earthquake: Applying Two-Dimensional Principal Component Analysis (2DPCA) to two-dimensional Total Electron Content (TEC).
Jyh-Woei Lin
2014
Ionospheric anomaly related to M=6.6, 26 August 2012, Tobelo earthquake near Indonesia: Two-dimensional principal component analysis.
Jyh-Woei Lin
2013
Ionospheric anomaly due to the volcanic eruption in Colima, Mexico, 06 January 2013: Two-dimensional principal component analysis.
Jyh-Woei Lin
2013
An empirical correlation between the occurrence of earthquakes and typhoons in Taiwan: A statistical multivariate approach.
Jyh-Woei Lin
2013
Taiwan' Chi-Chi earthquake precursor detection using nonlinear principal component analysis to multi-channel total electron content records.
Jyh-Woei Lin
2013
Is it possible to detect earlier ionospheric precursors before large earthquakes using Principal Component Analysis (PCA)?
Jyh-Woei Lin
2013
Ionospheric total electron content seismo-perturbation after Japan's March 11, 2011, M=9.0 Tohoku earthquake under a geomagnetic storm; a nonlinear principal component analysis.
Jyh-Woei Lin
2012
Study of ionospheric anomalies due to impact of typhoon using principal component analysis and image processing.
Jyh-Woei Lin
2012
Ionospheric total electron content anomalies due to Typhoon Nakri on 29 May 2008: A nonlinear principal component analysis.
Jyh-Woei Lin
2012
Potential reasons for ionospheric anomalies immediately prior to China's Wenchuan earthquake on 12 May 2008 detected by nonlinear principal component analysis.
Jyh-Woei Lin
2012
Latitude-Time Total Electron Content Anomalies as Precursors to Japan's Large Earthquakes Associated with Principal Component Analysis
2011
Potential reasons for ionospheric anomalies detected by nonlinear principal component analysis just before the China Wenchuan earthquake and their relationship to source conditions.
Jyh-Woei Lin
2011
Spatial pattern of a seismo-ionospheric signature using principal component analysis.
Jyh-Woei Lin
2011
Karhunen-Loeve transform for detecting ionospheric Total Electron Content (TEC) anomalies prior to the 1999 Chi-Chi earthquake, Taiwan.
Jyh-Woei Lin
2011
Possibility of early detection of GPS ionospheric total electron content anomalies associated with large earthquakes using principal component analysis.
Jyh-Woei Lin
2011
Seismo-ionospheric disturbance using principal component analysis-a study of Japan's Iwate-Miyagi Nairiku earthquake on 13 June 2008.
Jyh-Woei Lin
2011
Principal component analysis method in the detection of total electron content anomalies in the 24 hrs prior to large earthquakes.
Jyh-Woei Lin
2011
Is it possible to trace an impending earthquake's occurrence from seismo-ionospheric disturbance using principal component analysis? A study of Japan's Iwate-Miyagi Nairiku earthquake on 13 June 2008.
Jyh-Woei Lin
2011
Use of principal component analysis in the identification of the spatial pattern of an ionospheric total electron content anomalies after China's May 12, 2008, M = 7.9 Wenchuan earthquake.
Jyh-Woei Lin
2011
Two-dimensional ionospheric total electron content map (TEC) seismo-ionospheric anomalies through image processing using principal component analysis.
Jyh-Woei Lin
2010
Ionospheric Total Electron Content (TEC) anomalies associated with earthquakes through Karhunen-Loeve Transform (KLT).
Jyh-Woei Lin
2010