Nanoparticles have gained significant interest in pharmaceutical fields due to their unique properties and potential applications. CD Formulation has been committed to nanoparticle research for many years, assisting researchers from various countries in the formulation development and commercial manufacturing of nanoparticles.
Nanoparticles are small particles with a size between 1 and 100 nanometers, with unique physical, chemical, and biological properties, and can be used for drug delivery and imaging. Its advantages include:
CD Formulation, as a world-leading pharmaceutical service company integrating formulation development, process conversion and manufacturing, has accumulated many years of rich experience in nanomedicine formulation development and production, focusing on the formulation development of nanomedicine. We can provide formulation development and manufacturing services for the following nanoparticles including but not limited to solid lipid nanoparticles (SLNs), albumin nanoparticles, liposome nanoparticles (LNPs), polymer nanoparticles, biomimetic nanoparticles, and environmentally responsive nanoparticles according to the different needs of our customers.
Solid lipid nanoparticles (SLNs) with several advantages, including improved stability, controlled release kinetics, enhanced bioavailability, and potential targeting capabilities are colloidal carriers used for the delivery of pharmaceuticals, cosmetics, and other bioactive agents. CD Formulation provides end-to-end SLNs formulation...
Albumin nanoparticles, a type of drug delivery system, utilize albumin, a naturally occurring protein found in the blood, as a carrier for drugs. CD Formulation is good at developing high-quality albumin nanoparticles for you by utilizing technologies such as nanoformulation and desolvation to accelerate drug product time to market ...
Lipid nanoparticles (LNPs) are composed of lipids that self-assemble into nanoparticles to protect the payload and facilitate delivery to target cells. CD Formulation supports you at every step of LNPs formulation development, including but not limited to Lipid selection, formulation optimization, payload selection, characterization ...
Polymeric nanoparticles have emerged as promising drug delivery vehicles due to their ability to encapsulate and protect drug molecules, control release kinetics, and target specific tissues or cells. CD Formulation's polymeric nanoparticle formulation development services involve several steps, including polymer selection, nanoparticle ...
Biomimetic nanoparticle development involves creating nanoparticles that mimic the structure and function of natural biological molecules or systems. CD Formulation can design various biomimetic nanoparticles to interact with cells and tissues in a similar way to natural biological molecules, making them potential candidates for use ...
Environmental responsiveness refers to the ability of nanoparticles to change their properties or behavior in response to specific environmental stimuli, such as changes in pH, temperature, or the presence of certain molecules. At CD Formulation, this strategy for developing environmentally responsive nanoparticles is to incorporate ...
We are committed to the research of the preparation process of nanoparticles. The methods of preparing nanomedicines are mainly "bottom-up" and "top-down" technologies.
We have advanced instruments and equipment and rich experience in the fabrication of nanoparticles. We can provide a variety of nanoparticle service solutions based on our customers' existing research and development progress.
Technology: Machine learning-guided synthesis of nanoparticles
Journal: Nature Reviews Materials
IF: 60.458
Published: 2021
Results:
The authors examine machine learning-guided synthesis of semiconductor, metallic, carbon-based, and polymeric nanoparticles, discuss machine learning algorithms that can be used for nanoparticle synthesis, and highlight key methods for collecting large data sets. Machine learning (ML) provides a promising tool for accelerating the development of efficient protocols for nanoparticle synthesis and has the potential to be used in the synthesis of novel nanoparticles.
Here are ML-guided synthesis methods shown in this article:
Fig.1 Machine learning algorithms in nanoparticle synthesis. (Huachen Tao, et al. 2021)
CD Formulation has always been at the forefront of nanoparticle development and is pleased to be your partner in nanoparticle development. If you are interested in our nanoparticle development services, please feel free to contact us via phone or email, we will reply to you within three working days.
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