List of Journal Publications

2025

Reliability-based assessment of a multilinear regression model for estimating the ultimate load of

eccentrically loaded slender circular CFDST columns

Authors Akuta Usongo Amika, Trevor N. Hass, Lenganji Simwanda

Journal Structural Concrete

Volume 25

Pages n/a - n/a

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2024

Suitability of Mechanics-Based and Optimized Machine Learning-Based Models in the Shear Strength

Prediction of Slender Beams Without Stirrups

Authors Abayomi B. David, Oladimeji B. Olalusi, Paul O. Awoyera, Lenganji Simwanda

Journal Buildings

Volume 14

Pages 3946

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2024

Explainable machine learning models for predicting the ultimate bending capacity of slotted perforated cold-formed steel beams under distortional buckling

Authors Lenganji Simwanda, P, Gatheeshgar, FM Ilunga, BD. Ikotun, SM. Mojtabaei, EK. Onyari

Journal Thin-Walled Structures

Volume 205 part C

Pages 112587

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2024

Multilinear regression model for predicting the ultimate load of slender circular CFDST

columns subjected to concentric and eccentric loading

Authors Akuta Usongo Amika, Trevor N. Hass, Lenganji Simwanda

Journal Structural Concrete

Volume 25

Pages n/a - n/a

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2024

Reliability analysis of shear design provisions for cold formed steel sections

Authors Lenganji Simwanda, P. Gatheeshgar, BD. Ikotun, M.Bock, EK. Onyari, , FM Ilunga

Journal Journal of Constructional Steel Research

Volume 217

Pages 108656

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2024

Prediction of Torque Capacity in Circular Concrete-Filled Double-Skin Tubular Members

under Pure Torsion via Machine Learning and Shapley Additive Explanations Interpretation

Authors Lenganji Simwanda, Bolanle Deborah Ikotun

Journal Buildings

Volume 14

Pages 1040

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2024

Numerical Study of Thermal Efficiency in Light-Gauge Steel Panels Designed with

Varying Insulation Ratios

Authors Dilanka Chandrasiri, Perampalam Gatheeshgar, Hadi Monsef Ahmadi, Lenganji Simwanda

Journal Buildings

Volume 14

Pages 300

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2023

Bayesian calibration and reliability analysis of ultra high-performance fibre reinforced

concrete beams exposed to fire

Authors Lenganji Simwanda, Adewumi John Babafemi, Nico De Koker, Celeste Viljoen

Journal Structural Safety

Volume 103

Pages 102352

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2023

Numerical modelling, parametric analysis and design of UHPFRC beams exposed to fire

Authors Lenganji Simwanda, Charles Kahanji, Faris Ali

Journal Structures

Volume 52

Pages 1-16

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2023

Structural reliability of ultra high-performance fibre reinforced concrete beams in shear

Authors Lenganji Simwanda, Nico de Koker, Celeste Viljoen, Adewumin John Babafemi

Journal Structural Concrete

Volume 24

Pages 2862-2878

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2023

Structural reliability of ultra high-performance fibre reinforced concrete beams in flexure

Authors Lenganji Simwanda, Nico de Koker, Celeste Viljoen

Journal Engineering Structures

Volume 244

Pages 112767

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