Search Results - "Tsai, C. T."

Borehole‐Based Interval Kriging for 3D Lithofacies Modeling by Song, Yuqi, Tsai, Frank T.‐C.

“…Developing a three‐dimensional (3D) lithofacies model from boreholes is critical for providing a coherent understanding of complex subsurface geology, which is…”
Get full text

Accounting for uncertainty in complex alluvial aquifer modeling by Bayesian multi-model approach by Yin, Jina, T.-C. Tsai, Frank, Kao, Shih-Chieh

“…•A high-fidelity groundwater model was developed for the MRAA.•BMA combined with EM method quantifies uncertainty in the model.•The BMMUQ framework drives…”
Get full text

Optimization of DRASTIC method by supervised committee machine artificial intelligence to assess groundwater vulnerability for Maragheh–Bonab plain aquifer, Iran by Fijani, Elham, Nadiri, Ata Allah, Asghari Moghaddam, Asghar, Tsai, Frank T.-C., Dixon, Barnali

“…•Facilitate vulnerability assessment by combining DRASTIC model and GIS.•Improve DRASTIC vulnerability index calculation using artificial intelligence…”
Get full text

Prediction and structural uncertainty analyses of artificial neural networks using hierarchical Bayesian model averaging by Chitsazan, Nima, Nadiri, Ata Allah, Tsai, Frank T.-C.

“…•Hierarchical Bayesian model averaging improves the generalization ability of ANNs.•HBMA uses parsimony principle to combine ANNs and outperforms committee…”
Get full text

The use of hybrid machine learning models for improving the GALDIT model for coastal aquifer vulnerability mapping by Bordbar, Mojgan, Khosravi, Khabat, Murgulet, Dorina, Tsai, Frank T.-C., Golkarian, Ali

“…The objective of this study was to improve the predictability of the GALDIT (G: groundwater occurrence, A: aquifer hydraulic conductivity, L: level of…”
Get full text

Multiobjective Spatial Pumping Optimization for Groundwater Management in a Multiaquifer System by Yin, Jina, Pham, Hai V, Tsai, Frank T.-C

“…AbstractChallenges exist in managing groundwater resources because of spatiotemporally variable pumping activities as well as complex subsurface hydrogeology…”
Get full text

Analysis and Assessment of Hydrochemical Characteristics of Maragheh-Bonab Plain Aquifer, Northwest of Iran by Fijani, Elham, Moghaddam, Asghar Asghari, Tsai, Frank T.-C., Tayfur, Gokmen

“…The present study aims at assessing the hydrochemistry of the groundwater system of the Maragheh-Bonab Plain located in the East Azarbaijan Province, northwest…”
Get full text

Kefir improves bone mass and microarchitecture in an ovariectomized rat model of postmenopausal osteoporosis by Chen, H.-L., Tung, Y.-T., Chuang, C.-H., Tu, M.-Y., Tsai, T.-C., Chang, S.-Y., Chen, C.-M.

“…Summary Kefir treatment in ovariectomized (OVX) rats could significantly decrease the levels of bone turnover markers and prevent OVX-induced bone loss,…”
Get full text

Modeling complex aquifer systems: a case study in Baton Rouge, Louisiana (USA) by Pham, Hai V., Tsai, Frank T.-C.

“…This study targets two challenges in groundwater model development: grid generation and model calibration for aquifer systems that are fluvial in origin…”
Get full text

Optimal observation network design for conceptual model discrimination and uncertainty reduction by Pham, Hai V., Tsai, Frank T.‐C.

“…This study expands the Box‐Hill discrimination function to design an optimal observation network to discriminate conceptual models and, in turn, identify a…”
Get full text

Constructive epistemic modeling of groundwater flow with geological structure and boundary condition uncertainty under the Bayesian paradigm by Elshall, Ahmed S., Tsai, Frank T.-C.

“…•BMA trees of model weights, prediction and variance serve as a learning tool.•Candidate propositions are tested to learn about individual model…”
Get full text

Colorless WRC-FPLDs Subject to Gain-Saturated RSOA Feedback for WDM-PONs by Deng, M. L., Giddings, R. P., Tsai, C.-T, Lin, G.-R, Tang, J. M.

“…A directly modulated, colorless, weak-resonantcavity Fabry-Perot laser diode (WRC-FPLD)-based transmitter is, for the first time, proposed and experimentally…”
Get full text

C‐reactive protein gene polymorphism predicts the risk of thromboembolic stroke in patients with atrial fibrillation: a more than 10‐year prospective follow‐up study by Chang, S.‐N., Lai, L.‐P., Chiang, F.‐T., Lin, J.‐L., Hwang, J.‐J., Tsai, C.‐T.

“…Essentials We studied the C‐reactive protein (CRP) gene on stroke risk in atrial fibrillation (AF) patients. 725 patients with CRP triallelic polymorphism…”
Get full text

Bayesian model averaging for groundwater head prediction and uncertainty analysis using multimodel and multimethod by Li, Xiaobao, Tsai, Frank T.-C

“…This study introduces a Bayesian model averaging (BMA) method that incorporates multiple groundwater models and multiple hydraulic conductivity estimation…”
Get full text

Analysis of landslide occurrence time via rainfall intensity and soil water index ternary diagram by Liu, Yi-Jun, Chiu, Yen-Yu, Tsai, Frank T.-C., Chen, Su-Chin

“…This study introduces the soil water index ( SWI ) approach, the sum of water depths in the three-layer tank model, with rainfall data to understand landslide…”
Get full text

Inverse groundwater modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window by Tsai, Frank T.-C., Li, Xiaobao

“…This study proposes a Bayesian model averaging (BMA) method to address parameter estimation uncertainty arising from nonuniqueness in parameterization methods…”
Get full text

Prevalence of food allergy in Taiwan: a questionnaire-based survey by Wu, T.-C., Tsai, T.-C., Huang, C.-F., Chang, F.-Y., Lin, C.-C., Huang, I.-F., Chu, C.-H., Lau, B.-H., Wu, L., Peng, H.-J., Tang, R.-B.

“…Aim Food allergy is common in children and adults, and could be potentially fatal in minor groups. It is important for physicians to identify the prevalence of…”
Get full text

Possible observational evidence of contact discontinuities by Hsieh, W.-C., Shue, J.-H., Chao, J.-K., Tsai, T.-C., Nemecek, Z., Safrankova, J.

“…Contact discontinuities (CDs) are discontinuities that have the continuous magnetic fields linked between two sides but no plasma flow across their surfaces…”
Get full text

Hierarchical Bayesian model averaging for hydrostratigraphic modeling: Uncertainty segregation and comparative evaluation by Tsai, Frank T.-C., Elshall, Ahmed S.

“…Analysts are often faced with competing propositions for each uncertain model component. How can we judge that we select a correct proposition(s) for an…”
Get full text

Bayesian Artificial Intelligence Model Averaging for Hydraulic Conductivity Estimation by Nadiri, Ata Allah, Chitsazan, Nima, Tsai, Frank T.-C, Moghaddam, Asghar Asghari

“…AbstractThis research presents a Bayesian artificial intelligence model averaging (BAIMA) method that incorporates multiple artificial intelligence (AI) models…”
Get full text