Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO) von Hao, Jia, Zhou, Mengying, Wang, Guoxin, Jia, Liangyue, Yan, Yan

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Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem von Jia, Liangyue, Hao, Jia, Wang, Guoxin, Yan, Yan

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A rule-based method for automated surrogate model selection von Jia, Liangyue, Alizadeh, Reza, Hao, Jia, Wang, Guoxin, Allen, Janet K., Mistree, Farrokh

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Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge von Hao, Jia, Ye, Wenbin, Jia, Liangyue, Wang, Guoxin, Allen, Janet

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A reinforcement learning based blade twist angle distribution searching method for optimizing wind turbine energy power von Jia, Liangyue, Hao, Jia, Hall, John, Nejadkhaki, Hamid Khakpour, Wang, Guoxin, Yan, Yan, Sun, Mengyuan

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Human-in-the-loop optimization for vehicle body lightweight design von Hao, Jia, Deng, Ruofan, Jia, Liangyue, Li, Zuoxuan, Alizadeh, Reza, Soltanisehat, Leili, Liu, Bingyi, Sun, Zhibin, Shao, Yiping

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Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets von Alizadeh, Reza, Jia, Liangyue, Nellippallil, Anand Balu, Wang, Guoxin, Hao, Jia, Allen, Janet K., Mistree, Farrokh

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Liquid heat-preservation heat-insulation anti-corrosion environment-friendly coating and preparation method thereof von SUN XIANHANG, JIA LIANGYUE

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Scheme optimization method and system for lightweight design of truss vehicle body von NIU HONGWEI, DENG RUOFAN, HAO JIA, LIU BINGYI, LI ZUOXUAN, SUN ZHIBIN, JIA LIANGYUE

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Eye movement interaction data smoothing and stabilizing method and system in shaking environment von NIU HONGWEI, WANG YUEKANG, HAO JIA, ZHANG SHUOYANG, YAO LIYA, YANG XIAONAN, JIA LIANGYUE

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Product concept design-oriented hand-eye interaction rapid adaptation method and system von NIU HONGWEI, XUE QING, WANG YUEKANG, HAO JIA, LIU YUXUAN, ZHANG SHUOYANG, JIA LIANGYUE

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Complex equipment design decision space exploration method based on proxy model chain von WANG GUOXIN, MING ZHENJUN, YAN YAN, HAO JIA, LI ZUOXUAN, JIA LIANGYUE

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Aircraft trajectory simulation method based on neural network von WANG GUOXIN, YAN YAN, ZHU ZHICHENG, HAO JIA, JIA LIANGYUE

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Design process-oriented agent model selection method von WANG GUOXIN, HUO YANGYANG, YAN YAN, HAO JIA, JIA LIANGYUE

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Wind turbine blade rapid design optimization method based on reinforcement learning von WANG GUOXIN, YAN YAN, ZHU ZHICHENG, ZI ZHAO, HAO JIA, JIA LIANGYUE

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Curve fitting method based on genetic algorithm and Gaussian mixture level set model von WANG GUOXIN, YAN YAN, HAO JIA, YANG NIAN, JIA LIANGYUE

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User knowledge demand model establishing method based on Gaussian mixed model von WANG GUOXIN, YAN YAN, YANG JIANXIONG, HAO JIA, YANG NIAN, JIA LIANGYUE, YU JUN

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Creation and Significance of Database of Dictionary of Cognate Words von Fang, Shuyi, Xu, Liangyue

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Mouse DNA polymerase kappa has a functional role in the repair of DNA strand breaks von Zhang, Xiuli, Lv, Lingna, Chen, Qian, Yuan, Fenghua, Zhang, Ting, Yang, Yeran, Zhang, Hui, Wang, Yun, Jia, Yan, Qian, Liangyue, Chen, Benjamin, Zhang, Yanbin, Friedberg, Errol C., Tang, Tie-Shan, Guo, Caixia

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Investigation of the effects of misch metal in RS Al-Fe-V-Si-Mm nanocrystalline alloys by PAT von Jia, W, Xiong, L, Tseng, M

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