Search Results - "Shin Sangmun"

Retraction Note to: Development of censored data-based robust design for pharmaceutical quality by design by Cho, Byung Rae, Choi, Yongsun, Shin, Sangmun

“…This article has been retracted. Please see the Retraction Notice for more detail: https://doi.org/10.1007/s00170-020-06269-8…”
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Determination of the Optimal Neural Network Transfer Function for Response Surface Methodology and Robust Design by Le, Tuan-Ho, Jang, Hyeonae, Shin, Sangmun

“…Response surface methodology (RSM) has been widely recognized as an essential estimation tool in many robust design studies investigating the second-order…”
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Robust Process Parameter Design Methodology: A New Estimation Approach by Using Feed-Forward Neural Network Structures and Machine Learning Algorithms by Le, Tuan-Ho, Dai, Li, Jang, Hyeonae, Shin, Sangmun

“…In robust design (RD) modeling, the response surface methodology (RSM) based on the least-squares method (LSM) is a useful statistical tool for estimating…”
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Integration of Functional Link Neural Networks into a Parameter Estimation Methodology by Le, Tuan-Ho, Tang, Mengyuan, Jang, Jun Hyuk, Jang, Hyeonae, Shin, Sangmun

“…In the field of robust design, most estimation methods for output responses of input factors are based on the response surface methodology (RSM), which makes…”
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Robust Optimization Approaches for a Natural Pharmaceutical Complex Product of Atractylodes Japonica Koidz and Schisandra Chinensis by Jang, Hyeon-ae, Kim, Sun Young, Lim, Yun Young, Lim, Jong Lae, Shin, Sangmun

“…Experimental results pertaining to natural pharmaceutical complex products (NPCPs) often exhibit large variabilities in their associated response variables. To…”
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RETRACTED ARTICLE: Development of censored data-based robust design for pharmaceutical quality by design by Cho, Byung Rae, Choi, Yongsun, Shin, Sangmun

“…Robust design techniques, which are based on the concept of building quality into products or processes, are increasingly popular in many manufacturing…”
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Structured neural network models to improve robust design solutions by Le, Tuan-Ho, Shin, Sangmun

“…•An estimation method based on feedback neural network algorithms is proposed.•The dual response functions by using feedback neural network are…”
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Robust design models for customer-specified bounds on process parameters by Shin, Sangmun, Cho, Byung Rae

“…Robust design (RD) has received much attention from researchers and practitioners for years, and a number of methodologies have been studied in the research…”
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Multiple parameter optimization methodology by integrating a game theory principle into priority-based decision making by Dai, Li, Tang, Mengyuan, Shin, Sangmun

“…•Priority and weight assignment problems, have received significant attention by quality management researchers.•Existing robust design optimization methods…”
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Development of the parametric tolerance modeling and optimization schemes and cost-effective solutions by Shin, Sangmun, Kongsuwon, Pauline, Cho, Byung Rae

“…Most of previous research on tolerance optimization seeks the optimal tolerance allocation with process parameters such as fixed process mean and variance…”
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Job stress evaluation using response surface data mining by Lee, Yonghee, Shin, Sangmun

“…While job stress evaluation methods reported in the recent literature represent significant advances in the types of questionnaires currently available, there…”
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Lexicographical dynamic goal programming approach to a robust design optimization within the pharmaceutical environment by Nha, Vo Thanh, Shin, Sangmun, Jeong, Seong Hoon

“…► We model a drug development process associated with time-dependent pharmaceutical dynamic responses. ► We develop a customized multi-objective optimization…”
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A new multidimensional design space identification method for a quality-oriented drug development process by Choi, Gyuhyo, Le, Tuan-Ho, Shin, Sangmun

“…Food and Drug Administration and the European Medicines Agency have tightened regulations pertaining to drug manufacturing and research based on the concept of…”
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Integration of game theory and response surface method for robust parameter design by Tang, M., Dai, L., Shin, S.

“…Robust parameter design (RPD) is to determine the optimal controllable factors that minimize the variation of quality performance caused by noise factors. The…”
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Computing trade-offs in robust design: Perspectives of the mean squared error by Shin, Sangmun, Samanlioglu, Funda, Cho, Byung Rae, Wiecek, Margaret M.

“…Researchers often identify robust design as one of the most effective engineering design methods for continuous quality improvement. When more than one quality…”
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Stackelberg game approach to a bi-objective robust design optimization by Dai, L., Tang, M., Shin, S.

“…Robust design has received a great deal of attention from quality researchers in recent years, and a number of optimization methodologies based on the dual…”
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Robust Optimization Approaches for a Natural Pharmaceutical Complex Product of Atractylodes Japonica Koidz and Schisandra Chinensis by Jang, Hyeon-ae, Kim, Sun Young, Lim, Yun Young, Lim, Jong Lae, Shin, Sangmun

“…Experimental results pertaining to natural pharmaceutical complex products (NPCPs) often exhibit large variabilities in their associated response variables. To…”
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A novel experimental design method to optimize hydrophilic matrix formulations with drug release profiles and mechanical properties by Choi, Du Hyung, Lim, Jun Yeul, Shin, Sangmun, Choi, Won Jun, Jeong, Seong Hoon, Lee, Sangkil

“…To investigate the effects of hydrophilic polymers on the matrix system, an experimental design method was developed to integrate response surface methodology…”
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P‐60: Implementing Narrow Bezel Design through Black Sealant by Lim, JiWon, Hong, SangPyo, Kang, DongWoo, Choi, YoungSeok, Shin, SangMun

“…To reduce the size of the bezel, it is necessary a Black Sealant that can be UV cured by C/F glass. The Optical density of the Black Sealant should be 0.4/um…”
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P‐61: Development of High Sensitivity PAC material for improve Aligner Lens Mura by Na, Younsung, Min, Sungsik, Kang, Dongwoo, Choi, Youngseok, Shin, SangMun

“…Negative PAC is very sensitive to photo and has higher productivity. However, this type is prone to mura formed during the exposure and development. We have…”
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