Design of Experiments and machine learning for product innovation: A systematic literature review
The recent increase in digitalization of industrial systems has resulted in a boost in data
availability in the industrial environment. This has favored the adoption of machine learning …
availability in the industrial environment. This has favored the adoption of machine learning …
Lipid-based nanocarriers for ophthalmic administration: towards experimental design implementation
FM González-Fernández, A Bianchera, P Gasco… - Pharmaceutics, 2021 - mdpi.com
Nanotherapeutics based on biocompatible lipid matrices allow for enhanced solubility of
poorly soluble compounds in the treatment of ophthalmic diseases, overcoming the …
poorly soluble compounds in the treatment of ophthalmic diseases, overcoming the …
Microfluidic manufacturing of liposomes: development and optimization by design of experiment and machine learning
Liposomes constitute the most exploited drug-nanocarrier with several liposomal drugs on
the market. Microfluidic-based preparation methods stand up as a promising approach with …
the market. Microfluidic-based preparation methods stand up as a promising approach with …
Machine learning in chemical product engineering: The state of the art and a guide for newcomers
Chemical Product Engineering (CPE) is marked by numerous challenges, such as the
complexity of the properties–structure–ingredients–process relationship of the different …
complexity of the properties–structure–ingredients–process relationship of the different …
Integrated design of emulsified cosmetic products: A review
Chemical product design has progressively become a more critical issue since the chemical
industry is rapidly moving toward the production of consumer-oriented products at low cost …
industry is rapidly moving toward the production of consumer-oriented products at low cost …
Lipid nanoparticles as carriers of cyclodextrin inclusion complexes: A promising approach for cutaneous delivery of a volatile essential oil
Solid inclusion complexes with cyclodextrins (CD) may be used to overcome volatility and
solubility problems of essential oils of pharmacological interest. However, they lack the …
solubility problems of essential oils of pharmacological interest. However, they lack the …
New tools to design smart thermosensitive hydrogels for protein rectal delivery in IBD
L Garcia-del Rio, P Diaz-Rodriguez… - Materials Science and …, 2020 - Elsevier
Abstract Local treatment of Inflammatory Bowel Disease (IBD) has been pointed out to be a
novel therapeutic approach with several advantages when compared to conventional …
novel therapeutic approach with several advantages when compared to conventional …
The impact of the integrated development of AI and energy industry on regional energy industry: A case of china
F Dong, S Zhang, J Zhu, J Sun - International journal of environmental …, 2021 - mdpi.com
With the advent of the Energy 4.0 era, the adoption of “Internet+ artificial intelligence”
systems will enable the transformation and upgrading of the traditional energy industry. This …
systems will enable the transformation and upgrading of the traditional energy industry. This …
Streamlined plug-in aerosol prototype for reconfigurable manufacture of nano-drug delivery systems
The significant advances in nano-drug delivery systems (NDDS) for anticancer agents have
led to the development of computational techniques, such as machine learning and neural …
led to the development of computational techniques, such as machine learning and neural …
Tailor-made oligonucleotide-loaded lipid-polymer nanosystems designed for bone gene therapy
Gene therapy has emerged as a tool for the treatment of systemic metabolic disorders as
osteoporosis (OP). However, the design of a suitable vehicle able to efficiently load and …
osteoporosis (OP). However, the design of a suitable vehicle able to efficiently load and …