Author

Yitayal Belew Siyoum

Institutions: Woldia University, Injibara University

Observed institutions: Woldia University, Injibara University

ORCID: 0009-0002-7753-1996

Observed ORCID: 0009-0002-7753-1996

OpenAlex ID: A5115961042

A review of current research and prospects of fused deposition modelling: application, materials, performance, process variables, parameter optimization, and numerical study

2025 · Yitayal Belew Siyoum, Fikir Gashaw Kindie, et al. · The International Journal of Advanced Manufacturing Technology · 25

Optimization of wire-cut EDM parameters using artificial neural network and genetic algorithm for enhancing surface finish and material removal rate of charging handlebar machining from mild steel AISI 1020

2025 · Sewale Enyew Chanie, Teshome Mulatie Bogale, et al. · The International Journal of Advanced Manufacturing Technology · 12

Comparative optimization of wire-cut EDM parameter for enhancing surface finish and machining time on stainless steel: a machine learning, genetic algorithms, teaching–learning-based optimization, and multi-objective Jaya approach

2025 · Yitayal Belew Siyoum, Fikir Gashaw Kindie, et al. · The International Journal of Advanced Manufacturing Technology · 9

Parameter optimization for enhancing mechanical properties of wood-plastic composites using artificial neural network with genetic algorithm and taguchi method

2025 · Teshager Awoke Yeshiwas, Yitayal Belew Siyoum, et al. · Wood Material Science and Engineering · 7

Artificial neural network–genetic algorithm optimization of TiO₂ nanoparticle-enhanced eucalyptus biodiesel fuel for application in a four-cylinder diesel engine

2026 · Nega Chanie Belay, Yitayal Belew Siyoum, et al. · Results in Engineering · 1

Smart shape memory polymers: Recent advances, fabrication methods, applications, challenges, and future research directions: A comprehensive review

2026 · Teshager Awoke Yeshiwas, Yitayal Belew Siyoum, et al. · Results in Materials

Experimental investigation and ANN optimization of cement mortar production using marble and granite waste powder as partial cement replacement

2026 · Daniel Mulat Nega, Yitayal Belew Siyoum, et al. · Materials Today Communications

Works count: 8

Citation count: 54

H-index: 4

I10-index: 2