Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models PG Asteris, AD Skentou, A Bardhan, P Samui, K Pilakoutas Cement and Concrete Research 145, 106449, 2021 | 417 | 2021 |
A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil N Kardani, A Bardhan, P Samui, M Nazem, A Zhou, DJ Armaghani Engineering with Computers, 1-20, 2022 | 121 | 2022 |
Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO N Kardani, A Bardhan, D Kim, P Samui, A Zhou Journal of Building Engineering 35, 102105, 2021 | 106 | 2021 |
A novel integrated approach of augmented grey wolf optimizer and ANN for estimating axial load carrying-capacity of concrete-filled steel tube columns A Bardhan, R Biswas, N Kardani, M Iqbal, P Samui, MP Singh, PG Asteris Construction and Building Materials 337, 127454, 2022 | 98 | 2022 |
Efficient computational techniques for predicting the California bearing ratio of soil in soaked conditions A Bardhan, C Gokceoglu, A Burman, P Samui, PG Asteris Engineering Geology 291, 106239, 2021 | 98 | 2021 |
Soft computing techniques for the prediction of concrete compressive strength using Non-Destructive tests PG Asteris, AD Skentou, A Bardhan, P Samui, PB Lourenço Construction and Building Materials 303, 124450, 2021 | 95 | 2021 |
Predicting the thermal conductivity of soils using integrated approach of ANN and PSO with adaptive and time-varying acceleration coefficients N Kardani, A Bardhan, P Samui, M Nazem, PG Asteris, A Zhou International Journal of Thermal Sciences 173, 107427, 2022 | 90 | 2022 |
ELM-based adaptive neuro swarm intelligence techniques for predicting the California bearing ratio of soils in soaked conditions A Bardhan, P Samui, K Ghosh, AH Gandomi, S Bhattacharyya Applied Soft Computing 110, 107595, 2021 | 90 | 2021 |
Closed-form equation for estimating unconfined compressive strength of granite from three non-destructive tests using soft computing models AD Skentou, A Bardhan, A Mamou, ME Lemonis, G Kumar, P Samui, ... Rock Mechanics and Rock Engineering 56 (1), 487-514, 2023 | 86 | 2023 |
Estimating compressive strength of lightweight foamed concrete using neural, genetic and ensemble machine learning approaches BA Salami, M Iqbal, A Abdulraheem, FE Jalal, W Alimi, A Jamal, ... Cement and Concrete Composites 133, 104721, 2022 | 86 | 2022 |
Predicting permeability of tight carbonates using a hybrid machine learning approach of modified equilibrium optimizer and extreme learning machine N Kardani, A Bardhan, S Gupta, P Samui, M Nazem, Y Zhang, A Zhou Acta Geotechnica, 1-17, 2021 | 74 | 2021 |
Novel application of adaptive swarm intelligence techniques coupled with adaptive network-based fuzzy inference system in predicting photovoltaic power MR Kaloop, A Bardhan, N Kardani, P Samui, JW Hu, A Ramzy Renewable and Sustainable Energy Reviews 148, 111315, 2021 | 63 | 2021 |
Prediction of the resilient modulus of compacted subgrade soils using ensemble machine learning methods N Kardani, M Aminpour, MNA Raja, G Kumar, A Bardhan, M Nazem Transportation Geotechnics 36, 100827, 2022 | 62 | 2022 |
A novel improved Harris Hawks optimization algorithm coupled with ELM for predicting permeability of tight carbonates N Kardani, A Bardhan, B Roy, P Samui, M Nazem, DJ Armaghani, A Zhou Engineering with Computers, 1-24, 2022 | 58 | 2022 |
A novel liquefaction study for fine-grained soil using PCA-based hybrid soft computing models S Ghani, S Kumari, A Bardhan Sādhanā 46 (3), 113, 2021 | 57 | 2021 |
Predicting and validating the load-settlement behavior of large-scale geosynthetic-reinforced soil abutments using hybrid intelligent modeling MNA Raja, STA Jaffar, A Bardhan, SK Shukla Journal of Rock Mechanics and Geotechnical Engineering 15 (3), 773-788, 2023 | 49 | 2023 |
Reliability analysis of pile foundation using soft computing techniques: a comparative study M Kumar, A Bardhan, P Samui, JW Hu, MR Kaloop Processes 9 (3), 486, 2021 | 49 | 2021 |
Efficient soft computing techniques for the prediction of compressive strength of geopolymer concrete R Biswas, A Bardhan, P Samui, B Rai, S Nayak, DJ Armaghani Computers and Concrete 28 (2), 221-232, 2021 | 49 | 2021 |
Novel integration of extreme learning machine and improved Harris hawks optimization with particle swarm optimization-based mutation for predicting soil consolidation parameter A Bardhan, N Kardani, AK Alzo'ubi, B Roy, P Samui, AH Gandomi Journal of Rock Mechanics and Geotechnical Engineering 14 (5), 1588-1608, 2022 | 48 | 2022 |
Hybrid ensemble soft computing approach for predicting penetration rate of tunnel boring machine in a rock environment A Bardhan, N Kardani, A GuhaRay, A Burman, P Samui, Y Zhang Journal of Rock Mechanics and Geotechnical Engineering 13 (6), 1398-1412, 2021 | 47 | 2021 |