Hybrid physics-data-driven online modelling: framework, methodology and application to electric vehicles by Chen, Hao, Lou, Shanhe, Lv, Chen

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An object-oriented framework to enable workflow evolution across materials acceleration platforms by Leong, Chang Jie, Low, Andre Kai Yuan, Recatala-Gomez, Jose, Velasco, Pablo Quijano, Vissol-Gaudin, Eleonore, Tan, Jin Da, Ramalingam, Balamurugan, Made, Riko I, Pethe, Shreyas Dinesh, Sebastian, Saumya, Lim, Yee-Fun, Khoo, Jonathan Zi Hui, Bai, Yang, Cheng, Jayce Jian Wei, Hippalgaonkar, Kedar

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Deep DeePC: data-enabled predictive control with low or no online optimization using deep learning by Zhang, Xuewen, Zhang, Kaixiang, Li, Zhaojian, Yin, Xunyuan

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An intelligent time-adaptive data-driven method for sensor fault diagnosis in induction motor drive system by Gou, Bin, Xu, Yan, Xia, Yang, Wilson, Gary, Liu, Shuyong

Subjects: “…Data-driven Method…”
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Reduced-order Koopman modeling and predictive control of nonlinear processes by Zhang, Xuewen, Han, Minghao, Yin, Xunyuan

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Data-driven approaches for context-specific proactive and reactive stress management by Xia, Ziqing

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A data-driven control method for ground locomotion on sloped terrain of a hybrid aerial-ground robot by Xu, Xinhang, Yang, Yizhuo, Cao, Muqing, Nguyen, Thien-Minh, Cao, Kun, Xie, Lihua

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Data-driven quantification of public–private partnership experience levels under uncertainty with Bayesian hierarchical model by Wang, Yongqi, Xiao, Zengqi, Tiong, Robert Lee Kong, Zhang, Limao

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Data-driven moving horizon state estimation of nonlinear processes using Koopman operator by Yin, Xunyuan, Qin, Yan, Liu, Jinfeng, Huang, Biao

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Data-driven screening of pivotal subunits in edge-anchored single atom catalysts for oxygen reactions by Ye, Qitong, Yi, Xingxing, Wang, Cai-Zhuang, Zhang, Tao, Liu, Yipu, Lin, Shiwei, Fan, Hong Jin

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FE-RNN: a fuzzy embedded recurrent neural network for improving interpretability of underlying neural network by Tan, James Chee Min, Cao, Qi, Quek, Chai

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Data-driven rental price analysis by Tey, Kai Seong

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Leveraging multi-agent reinforcement learning for digital transformation in supply chain inventory optimization by Zhang, Bo, Tan, Wen Jun, Cai, Wentong, Zhang, Allan N.

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A systematic design approach for service innovation of smart product-service systems by Zheng, Pai, Xu, Xun, Chen, Chun-Hsien, Lin, Tzu-Jui

Subjects: “…Data-driven Design…”
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A data-driven approach for adding facade details to textured LoD2 CityGML models by Zhang, Xingzi, Lippoldt, Franziska, Chen, Kan, Johan, Henry, Erdt, Marius

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Bayesian data driven model for uncertain modal properties identified from operational modal analysis by Zhu, Yi-Chen, Au, Siu-Kui

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A data-driven path planning model for crowd capacity analysis by Tan, Sing Kuang, Hu, Nan, Cai, Wentong

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Data-driven approaches for spatio-temporal analysis: a survey of the state-of-the-arts by Das, Monidipa, Ghosh, Soumya K.

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Data-driven demand forecast for O2O operations: an adaptive hierarchical incremental approach by Dai, Hongyan, Xiao, Qin, Chen, Songlin, Zhou, Weihua

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DPGS: data-driven photovoltaic grid-connected system exploiting deep learning and two-stage single-phase inverter by Tian, Luyu, Dong, Chaoyu, Mu, Yunfei, Jia, Hongjie

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