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Author

I Gusti Agung Ananda Putra

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#explainable ai Review Open access Oct 2026

A Systematic Literature Review of Machine Learning, Deep Learning, and Explainable AI for Predicting Mechanical Performance and Microplastic Release in Plastic Waste-Modified Asphalt

The growing pile of plastic waste has led to the implementation of sustainable engineering solutions, such as putting recycled plastics into asphalt mixtures, referred to as Plastic Waste-Modified Asphalt (PWMA). Despite the fact that in earlier studies, a significant improvement in mechanical performance, particularly...

I Gusti Agung Ananda Putra, Zakka Ugih Rizqi · 0 citations
#generative ai Open access Oct 2026

Artificial intelligence applications in porous asphalt pavement

Porous asphalt pavement (PAP) was developed as a sustainable pavement solution to improve rainwater infiltration, reduce inundation, and improve driving safety. The performance of PAP is influenced by the complex interactions between pore structures, clogging mechanisms, and structural and thermal responses, thus encou...

I Gusti Agung Ananda Putra, Darpan Dubey · 0 citations

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