User profiles for Mohammad Mahdi Behzadi
 | MohammadMahdi BehzadiPhD candidate, University of Connecticut Verified email at uconn.edu Cited by 163 |
Gantl: Toward practical and real-time topology optimization with conditional generative adversarial networks and transfer learning
MM Behzadi, HT Ilieş - Journal of Mechanical …, 2022 - asmedigitalcollection.asme.org
A number of machine learning methods have been recently proposed to circumvent the high
computational cost of the gradient-based topology optimization solvers. By and large, these …
computational cost of the gradient-based topology optimization solvers. By and large, these …
Real-time topology optimization in 3d via deep transfer learning
MM Behzadi, HT Ilieş - Computer-Aided Design, 2021 - Elsevier
The published literature on topology optimization has exploded over the last two decades to
include methods that use shape and topological derivatives or evolutionary algorithms …
include methods that use shape and topological derivatives or evolutionary algorithms …
The role of deep learning in advancing breast cancer detection using different imaging modalities: a systematic review
Simple Summary Breast cancer is the most common cancer, which resulted in the death of
700,000 people around the world in 2020. Various imaging modalities have been utilized to …
700,000 people around the world in 2020. Various imaging modalities have been utilized to …
Closed-loop brain machine interface system for in-vehicle function controls using head-up display and deep learning algorithm
… Mohammad Mahdi Behzadi is with the Department of Mechanical Engineering and Computer
… Mohammad Mahdi Behzadi received the B.Sc. degree in mechanical engineering from the …
… Mohammad Mahdi Behzadi received the B.Sc. degree in mechanical engineering from the …
Weakly-supervised deep learning model for prostate cancer diagnosis and gleason grading of histopathology images
Prostate cancer is the most common cancer in men worldwide and the second leading cause
of cancer death in the United States. One of the prognostic features in prostate cancer is …
of cancer death in the United States. One of the prognostic features in prostate cancer is …
Taming Connectedness in Machine-Learning-Based Topology Optimization with Connectivity Graphs
MM Behzadi, J Chen, HT Ilies - Computer-Aided Design, 2024 - Elsevier
Despite the remarkable advancements in machine learning (ML) techniques for topology
optimization, the predicted solutions often overlook the necessary structural connectivity …
optimization, the predicted solutions often overlook the necessary structural connectivity …
[HTML][HTML] Improved inter-residue contact prediction via a hybrid generative model and dynamic loss function
Protein contact maps represent spatial pairwise inter-residue interactions, providing a protein's
translationally and rotationally invariant topological representation. Accurate contact map …
translationally and rotationally invariant topological representation. Accurate contact map …
On the Connectedness of the Topology Optimization Predictors
MM Behzadi, HT Ilies - … Technical Conferences and …, 2023 - asmedigitalcollection.asme.org
Deep learning-based topology optimization predictors have been shown to be effective in
generating optimal designs. However, these predictors are prone to topological errors, …
generating optimal designs. However, these predictors are prone to topological errors, …
CGAN-Cmap: protein contact map prediction using deep generative adversarial neural networks
Protein contact maps represent spatial pairwise inter-residue interactions, providing a protein’s
translationally and rotationally invariant topological representation. Accurate contact map …
translationally and rotationally invariant topological representation. Accurate contact map …
[HTML][HTML] Relationship between the serum levels of Vitamin D and inflammatory markers in ESRD patients
Methods: This study was done by cross-sectional method on 85 ESRD patients receiving
renal replacement therapy (RRT), from one geographical area. 64 patients on HD and 21 …
renal replacement therapy (RRT), from one geographical area. 64 patients on HD and 21 …