累计发表一作/通讯SCI论文近70篇(其中JCR二区以上60篇,ASCE J. Struct. Eng.论文11篇),论文累计被引3300余次(谷歌学术),其中SCI他引2200余次,H-index为35。各研究方向5篇代表作如下:
方向1—复杂混凝土结构高保真灾致损伤分析: [1] Feng, D.C., Ren, X.D., and Li, J.* Softened Damage-Plasticity Model for Analysis of Cracked Reinforced Concrete Structures. ASCE Journal of Structural Engineering. 2018, 144 (6): 04018044. [2] Feng, D.C., and Wu, J.Y.* Improved Displacement-Based Timoshenko Beam Element with Enhanced-Strains. ASCE Journal of Structural Engineering. 2020, 146(3): 04019221. [3] Feng, D.C.*, Chen, X., McKenna, F., and Taciroglu, E. Consistent Nonlocal Integral and Gradient Formulations for Force-Based Timoshenko Elements with Material and Geometric Nonlinearities. ASCE Journal of Structural Engineering. 2023, 149(4): 04023018. [4] Feng, D.C., and Ren, X.D.* Implicit gradient-enhanced force-based Timoshenko fiber element formulation for reinforced concrete structures. International Journal for Numerical Methods in Engineering. 2021, 122(2): 325-347. [5] Feng, D.C., Wu, G.*, and Lu, Y. Finite element modelling approach for precast reinforced concrete beam-to-column connections under cyclic loading. Engineering Structures. 2018, 174: 49-66.
方向2—多源不确定性下工程结构时空性能概率评估: [1] Feng, D.C., and Li, J.* Stochastic Nonlinear Behavior of Reinforced Concrete Frames. II: Numerical Simulation. ASCE Journal of Structural Engineering. 2016, 142(3): 04015163.
[2] Cao, X.Y., Feng, D.C.*, and Beer, M. Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method. Structural Safety. 2023, 103: 102330.
[3] Cao, X.Y., Wu, G., Feng, D.C.*, Wang, Z., and Cui, H.R. Research on the seismic retrofitting performance of RC frames using SC-PBSPC BRBF substructures. Earthquake Engineering & Structural Dynamics. 2020, 49(8): 794-816. [4] Feng, D.C.*, Xie, S.C., Li, Y., and Jin, L. Time-dependent reliability-based redundancy assessment of deteriorated RC structures against progressive collapse considering corrosion effect. Structural Safety. 2021, 89: 102061. [5] Liang Y.P., Ren, X.D., and Feng, D.C.* Wind-induced probabilistic failure analysis of super large cooling tower with random field properties. Journal of Wind Engineering and Industrial Aerodynamics. 2023, 233: 105274
方向3—机器学习赋能的确定性&随机计算方法: [1] Feng, D.C., Liang, Y.P., Ren, X.D.*, and Li, J. Random fields representation over manifolds via Isometric feature mapping-based dimension reduction. Computer-Aided Civil and Infrastructure Engineering. 2022, 37(5): 593-611. [2] Feng, D.C.*, Wang, W.J., Mangalathu, S., and Taciroglu, E. Interpretable XGBoost-SHAP Machine Learning Model for Shear Strength Prediction of Squat RC Walls. ASCE Journal of Structural Engineering. 2021, 147(11): 04021173. [3] Chen, S.Z., and Feng, D.C.* Multifidelity approach for data-driven prediction models of structural behaviors with limited data. Computer-Aided Civil and Infrastructure Engineering. 2022, 37(12): 1566-1581 [4] Chen, S.Z., Feng, D.C.*, Wang, W.J., and Taciroglu, E. Probabilistic Machine-Learning Methods for Performance Prediction of Structure and Infrastructures through Natural Gradient Boosting. ASCE Journal of Structural Engineering. 2022, 148(8): 04022096. [5] Xu, J.G., Feng, D.C.*, Mangalathu, S., and Jeon, J.S. Data-driven rapid damage evaluation for life-cycle seismic assessment of regional reinforced concrete bridges. Earthquake Engineering & Structural Dynamics. 2022, 51(11): 2730-2751
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