Panagiotis G. Asteris

Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models

Panagiotis G. Asteris, Athanasia D. Skentou, Abidhan Bardhan et al. · Cement and Concrete Research · 2021 · 572 citations

Engineering, Hybrid Ensembling, Machine Learning +7

A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength

Danial Jahed Armaghani, Panagiotis G. Asteris · Neural Computing and Applications · 2020 · 409 citations

Geotechnical Engineering, Cementation, Engineering +11

Concrete compressive strength using artificial neural networks

Panagiotis G. Asteris, Vaseilios G. Mokos · Neural Computing and Applications · 2019 · 405 citations

Engineering, Civil Engineering, Concrete Technology +4

A novel artificial intelligence technique to predict compressive strength of recycled aggregate concrete using ICA-XGBoost model

Jin Duan, Panagiotis G. Asteris, Hoang Nguyen et al. · Engineering With Computers · 2020 · 328 citations

Ica-xgboost Model, Engineering, Mechanical Engineering +9

Mathematical Macromodeling of Infilled Frames: State of the Art

Panagiotis G. Asteris, Stelios Antoniou, Dimitrios S. Sophianopoulos et al. · Journal of Structural Engineering · 2011 · 319 citations

Engineering, Mathematical Macromodeling, Computer-aided Design +17