Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications

Author:

Zhang Hanbo1ORCID,Li Jiangxin1ORCID,Liang Shen2ORCID,Wang Peng1ORCID,Palpanas Themis3ORCID,Wang Chen4ORCID,Wang Wei1ORCID,Zhou Haoxuan5ORCID,Song Jianwei6ORCID,Lu Wen6ORCID

Affiliation:

1. Fudan University, Shanghai, China

2. Université Paris Cité, Paris, France

3. Université Paris Cité & French University Institute (IUF), Paris, France

4. Tsinghua University, Beijing, China

5. Xi'an Jiaotong University & Politecnico di Milano, Xi'an, China

6. Hudong-Zhonghua Shipbuilding (Group) Co,Ltd., Shanghai, China

Funder

IdEx Université Paris Cité

the Ministry of Science and Technology of China, National Key Research and Development Program

the Data Intelligence Institute of Paris (diiP)

Publisher

ACM

Reference50 articles.

1. Gerold Adam and Julian H Gibbs . 1965. On the temperature dependence of cooperative relaxation properties in glass-forming liquids. The journal of chemical physics , Vol. 43 , 1 ( 1965 ), 139--146. Gerold Adam and Julian H Gibbs. 1965. On the temperature dependence of cooperative relaxation properties in glass-forming liquids. The journal of chemical physics, Vol. 43, 1 (1965), 139--146.

2. Effect of disorder on diffusion and viscosity in condensed systems

3. George EP Box , Gwilym M Jenkins , Gregory C Reinsel , and Greta M Ljung . 2015. Time series analysis: forecasting and control . John Wiley & Sons . George EP Box, Gwilym M Jenkins, Gregory C Reinsel, and Greta M Ljung. 2015. Time series analysis: forecasting and control. John Wiley & Sons.

4. Leo Breiman . 2001. Random forests. Machine learning , Vol. 45 , 1 ( 2001 ), 5--32. Leo Breiman. 2001. Random forests. Machine learning, Vol. 45, 1 (2001), 5--32.

5. XGBoost

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