Material AI

Intelligent Low Carbon Reinforced Concrete Beam Design Optimization via Deep Reinforcement Learning

Publisher: Nature

Publication Date: 2025

DOI: 10.1038/s41598-025-18543-4

Alireza Hosseinzadeh, Mehdi Dehestani

Low Carbon RC Beam Designer

Optimize reinforced concrete beam designs for low CO2 emissions using Deep Reinforcement Learning.

An Ensemble Learning-based Prediction Model for the Compressive Strength Degradation of Concrete Containing Superabsorbent Polymers

Publisher: Nature

Publication Date: 2024

DOI: 10.1038/s41598-024-68276-z

Maedeh Hosseinzadeh, Seyed Sina Mousavi, Mehdi Dehestani

Strength Prediction Tool

Predict Strength Reduction in Concrete due to the Incorporation of Super Absorbent Polymer

An Efficient Machine Learning Approach for Predicting Concrete Chloride Resistance using a Comprehensive Dataset

Publisher: Nature

Publication Date: 2023

DOI: 10.1038/s41598-023-42270-3

Maedeh Hosseinzadeh, Seyed Sina Mousavi, Alireza Hosseinzadeh, Mehdi Dehestani

Chloride Resistance Predictor

Predict Chloride Penetration Resistance and Chloride Migration Coefficient

Exploring Elastic Properties of Fly Ash Recycled Aggregate Concrete: Insights from Multiscale Modeling and Machine Learning

Publisher: Elsevier

Publication Date: 2024

DOI: 10.1016/j.istruc.2023.105720

Maedeh Hosseinzadeh, Mehdi Dehestani, Alireza Hosseinzadeh,

Homogenization Calculator

Mori–Tanaka Mean Field Homogenization

Exploring Elastic Properties of Fly Ash Recycled Aggregate Concrete: Insights from Multiscale Modeling and Machine Learning

Publisher: Elsevier

Publication Date: 2024

DOI: 10.1016/j.istruc.2023.105720

Maedeh Hosseinzadeh, Mehdi Dehestani, Alireza Hosseinzadeh,

Elastic Modulus Estimator

Estimation of Elastic Modulus for Fly Ash Recycled Aggregate Concrete