丁香园AV

Research Interests

• Intelligent Optimization
• Additive Manufacturing and Smart Production
• Design Theory and Methodologies

Teaching Interests

• Statics and Strength of Materials
• Design Optimization
• Machine Design

Recently Taught Courses

• MSE 221: Statics and Strength of Materials
• MSE 320: Machine Design
• MSE 426/726: Introduction to Engineering Design Optimization
• MSE 427/727: Finite Element Analysis
• MSE 891: Artificial Intelligence for Engineers

Selected Recent Publications

• Wu, D., Wang, G. G., 鈥淜nowledge Assisted Optimization for Large-scale Design Problems: A Review and Proposition,鈥� ASME Transactions, Journal of Mechanical Design, Jan 2020, 42(1):010800, doi: 10.1115/1.4044525.(manuscript)
  
• Wu, D., Coatanea, E., and Wang, G. G., 鈥淓mploying Knowledge on Causal Relationship to Assist Multidisciplinary Design, Optimization,鈥� ASME Transactions, Journal of Mechanical Design, 141(4), 041402, Jan 11, 2019, doi: 10.1115/1.4042342.()
  
• Nagarajan, H. P. N., Mokhtarian, H., Coatanea, E., Wang, G. & Haapala, K. R., 鈥淜nowledge-Based Optimization of ANN Topology for Additive Manufacturing Process Modeling: A Case Study for Fused Deposition Modeling,鈥� ASME Transactions, Journal of Mechanical Design, Feb 2019, Vol. 141, 021705:1-12..()
  
• Cheng, G. H., Gjernes, T., Wang, G. G., 鈥淎n Adaptive Aggregation-based Approach for Expensively Constrained Black-box Optimization Problems,鈥� ASME Transactions, Journal of Mechanical Design, Vol. 140, No. 9, 091402, June 2018 ()
  
• Meselhy, K. T., Wang, G. G., 鈥淩eliability Based Design Optimization on Qualitative Objective with Limited Information,鈥� ASME Transactions, Journal of Mechanical Design, August 17, 2018. doi:10.1115/1.4041172. ()