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 …

Focused ion beam-scanning electron microscopy provides novel insights of drug delivery phenomena

T Faber, JT McConville, A Lamprecht - Journal of Controlled Release, 2024 - Elsevier
Scanning electron microscopy (SEM) has long been a standard tool for morphological
analyses, providing sub micrometer resolution of pharmaceutical formulations. However …

Classification of FIB/SEM-tomography images for highly porous multiphase materials using random forest classifiers

M Osenberg, A Hilger, M Neumann, A Wagner… - Journal of Power …, 2023 - Elsevier
FIB/SEM tomography represents an indispensable tool for the characterization of three-
dimensional nanostructures in battery research and many other fields. However, contrast …

[HTML][HTML] Accelerating the design and development of polymeric materials via deep learning: Current status and future challenges

D Li, Y Ru, Z Chen, C Dong, Y Dong, J Liu - APL Machine Learning, 2023 - pubs.aip.org
The design and development of polymeric materials have been a hot domain for decades.
However, traditional experiments and molecular simulations are time-consuming and labor …

Machine learning approaches for biomolecular, biophysical, and biomaterials research

CA Rickert, O Lieleg - Biophysics Reviews, 2022 - pubs.aip.org
A fluent conversation with a virtual assistant, person-tailored news feeds, and deep-fake
images created within seconds—all those things that have been unthinkable for a long time …

A new approach to prediction riboflavin absorbance using imprinted polymer and ensemble machine learning algorithms

B Yarahmadi, SM Hashemianzadeh, SMRM Hosseini - Heliyon, 2023 - cell.com
The molecularly imprinted polymer (MIP) is useful for measuring the amount of riboflavin
(vitamin B2), in various samples using UV/Vis instruments. The practical optimization of the …

Exploring forward scattering mechanisms in TiO2 with carbon quantum dots: Insights into photovoltaic applications

M Samir, Z Ismail, AM Agour, H Nageh, SO Abdellatif - Optical Materials, 2024 - Elsevier
The study investigates the forward scattering mechanisms in TiO 2 with CQDs and their
potential implications for photovoltaic applications. Thin films fabricated on microscopic …

Sparse section imaging-based deep learning electron tomography of porous carbon supports in proton exchange membrane fuel cells

SH Yang, Y Jeon, MH Jung, SY Cho, EB Park… - Journal of Energy …, 2025 - Elsevier
Understanding the degradation phenomenon of proton exchange membrane fuel cells
under electrochemical cycling requires an analysis of the porous carbon support structure …

[HTML][HTML] AI kan revolutionera utvecklingen av nya material–och vi börjar förstå hur

M Röding - ri.se
Antalet tänkbara material som kan användas i en produkt är närmast oändligt. I dag sker
mycket materialutveckling genom att experimentellt pröva sig fram vilket kräver både …

[引用][C] Alvis–a scientific review

V Rehnberg - 2022