Methods, progresses, and opportunities of materials informatics

C Li, K Zheng - InfoMat, 2023 - Wiley Online Library
As an implementation tool of data intensive scientific research methods, machine learning
(ML) can effectively shorten the research and development (R&D) cycle of new materials by …

Strategic developments in polymer-functionalized liposomes for targeted colon cancer therapy: an updated review of clinical trial data and future horizons

S Sharma, M Chakraborty, D Yadav, A Dhullap… - …, 2024 - ACS Publications
Liposomes, made up of phospholipid bilayers, are efficient nanocarriers for drug delivery
because they can encapsulate both hydrophilic and lipophilic drugs. Conventional cancer …

Resorbable GBR scaffolds in oral and maxillofacial tissue engineering: design, fabrication, and applications

SE Alavi, M Gholami, HE Shahmabadi… - Journal of Clinical …, 2023 - mdpi.com
Guided bone regeneration (GBR) is a promising technique in bone tissue engineering that
aims to replace lost or injured bone using resorbable scaffolds. The promotion of osteoblast …

Mapping biomaterial complexity by machine learning

E Ahmed, P Mulay, C Ramirez… - … Engineering Part A, 2024 - liebertpub.com
Biomaterials often have subtle properties that ultimately drive their bespoke performance.
Given this nuanced structure–function behavior, the standard scientific approach of one …

On the various numerical techniques for the optimization of bone scaffold

J Wu, Y Zhang, Y Lyu, L Cheng - Materials, 2023 - mdpi.com
As the application of bone scaffolds becomes more and more widespread, the requirements
for the high performance of bone scaffolds are also increasing. The stiffness and porosity of …

Advancements and prospects of deep learning in biomaterials evolution

S You, Y Fan, Y Chen, X Jiang, W Liu, X Zhou… - Cell Reports Physical …, 2024 - cell.com
In recent decades, significant strides have been made in advancing biomaterials for
biomedical applications. Ideal biomaterials necessitate suitable mechanical properties …

Recent Progress in Bionic Hydrogels for Articular Cartilage: Tribological and Mechanical Characteristics

M Javan Almasi, D Xiong - Journal of Bionic Engineering, 2024 - Springer
Cartilage regeneration and repair are considered clinical challenges since cartilage has
limited capability for reconstruction. Although tissue-engineered materials have the ability to …

A prospective on machine learning challenges, progress, and potential in polymer science

DC Struble, BG Lamb, B Ma - MRS communications, 2024 - Springer
Artificial intelligence and machine learning (ML) continue to see increasing interest in
science and engineering every year. Polymer science is no different, though implementation …

Global bibliometric and visualized analysis of tracheal tissue engineering research

J Zhu, Y Lu, Y Shan, L Yuan, Q Wu, Z Shen… - … Engineering Part B …, 2024 - liebertpub.com
The development of tracheal tissue engineering (TTE) has seen a rapid growth in recent
years. The purpose of this study was to investigate the global status, trends, and hotspots of …

[HTML][HTML] A Novel Triad of Bio-Inspired Design, Digital Fabrication, and Bio-Derived Materials for Personalised Bone Repair

G Dei Rossi, LM Vergani, F Buccino - Materials, 2024 - mdpi.com
The emerging paradigm of personalised bone repair embodies a transformative triad
comprising bio-inspired design, digital fabrication, and the exploration of innovative …