Search Results for author: Zohreh Shaghaghian

Found 4 papers, 0 papers with code

A Machine-learning Framework for Acoustic Design Assessment in Early Design Stages

no code implementations14 Sep 2021 Reyhane Abarghooie, Zahra Sadat Zomorodian, Mohammad Tahsildoost, Zohreh Shaghaghian

In time-cost scale model studies, predicting acoustic performance by using simulation methods is a commonly used method that is preferred.

Application of Classification and Feature Selection in Building Energy Simulations

no code implementations27 Aug 2021 Fatemeh Shahsavari, Zohreh Shaghaghian

The best design alternative is selected based on the LDA results and the key input parameters are determined based on the PCA and EFS methods.

Decision Making

Application of Deep Learning in Generating Desired Design Options: Experiments Using Synthetic Training Dataset

no code implementations28 Dec 2019 Zohreh Shaghaghian, Wei Yan

In this study, an object recognition problem is investigated to initially predict the label of unseen sample images based on training dataset consisting of different types of synthetic 2D shapes; later, a generative DL algorithm is applied to be trained and generate new shapes for given labels.

Object Recognition

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