Peridynamics-fueled convolutional neural network for predicting mechanical constitutive behaviors of fiber reinforced composites
B Yin, J Huang, W Sun - Computer Methods in Applied Mechanics and …, 2024 - Elsevier
Despite advancements in predicting the constitutive relationships of composite materials,
characterizing the effects of microstructural randomness on their mechanical behaviors …
characterizing the effects of microstructural randomness on their mechanical behaviors …
Research Progress in 3D Printed Biobased and Biodegradable Polyester/Ceramic Composite Materials: Applications and Challenges in Bone Tissue Engineering
S Zhu, H Sun, T Mu, A Richel - ACS Applied Materials & Interfaces, 2025 - ACS Publications
Transplantation of bone implants is currently recognized as one of the most effective means
of treating bone defects. Biobased and biodegradable polyester composites combine the …
of treating bone defects. Biobased and biodegradable polyester composites combine the …
Innovative technologies on the fabrication of 3D/4D smart hydrogels and its biomedical applications-A compendious review
U Shashikumar, A Sarawat, K Deshmukh… - Advances in Colloid and …, 2024 - Elsevier
Repairing and regenerating damaged tissues or organs and restoring their functioning has
been the ultimate aim of medical innovations. Reviving healthcare blends tissue …
been the ultimate aim of medical innovations. Reviving healthcare blends tissue …
Multiscale concurrent topology optimization for heat conduction with connectable microstructures
Thermal management has garnered increased attention with the advancement of equipment
miniaturization. As an innovative structural design methodology, the multiscale concurrent …
miniaturization. As an innovative structural design methodology, the multiscale concurrent …
[HTML][HTML] Elastic and failure characterization of hydroxyapatite TPMS scaffolds using a combined approach of ultrasound, compression tests and micro-CT based …
Hydroxyapatite is a widely used ceramic material for bone tissue engineering. For creating
suitable scaffolds, reliable design and thorough characterization are essential. In this study …
suitable scaffolds, reliable design and thorough characterization are essential. In this study …
A review of computational optimization of bone scaffold architecture: Methods, challenges, and perspectives
AH Foroughi, C Valeri, MJ Razavi - Progress in Biomedical …, 2024 - iopscience.iop.org
The design and optimization of bone scaffolds are critical for the success of bone tissue
engineering (BTE) applications. This review paper provides a comprehensive analysis of …
engineering (BTE) applications. This review paper provides a comprehensive analysis of …
Machine learning-driven optimization of TPMS architected materials using simulated annealing
A Mishra - Machine Learning for Computational Science and …, 2025 - Springer
The research paper presents a novel approach to optimizing the tensile stress of Triply
Periodic Minimal Surface (TPMS) structures through machine learning and Simulated …
Periodic Minimal Surface (TPMS) structures through machine learning and Simulated …
Nature-inspired orientation-dependent toughening mechanism for TPMS ceramic architectures
L D'Andrea, T Yang, M Dao, P Vena - MRS Bulletin, 2025 - Springer
Triply periodic minimal surfaces (TPMSs) have been extensively studied in many fields of
engineering, including bone tissue scaffolds. Recent advancements in manufacturing have …
engineering, including bone tissue scaffolds. Recent advancements in manufacturing have …