Cellulose Amphiphilic Materials: Chemistry, Process and Applications. [PDF]
Pharmaceutics, 2022 In the last decade, amphiphilic cellulose (AC) is emerging as attractive biomaterial for different therapeutic use, due to its unique chemical and physical properties.
Zuppolini S +4 more
europepmc +2 more sources
Recent Progress in Materials Chemistry to Advance Flexible Bioelectronics in Medicine. [PDF]
Adv Mater, 2022 Designing bioelectronic devices that seamlessly integrate with the human body is a technological pursuit of great importance. Bioelectronic medical devices that reliably and chronically interface with the body can advance neuroscience, health monitoring,
Balakrishnan G +3 more
europepmc +2 more sources
Reducing the resistance for the use of electrochemical impedance spectroscopy analysis in materials chemistry. [PDF]
RSC Adv, 2021 Electrochemical impedance spectroscopy (EIS) is a highly applicable electrochemical, analytical, and non-invasive technique for materials characterization, which allows the user to evaluate the impact, efficiency, and magnitude of different components ...
Laschuk NO, Easton EB, Zenkina OV.
europepmc +2 more sources
Graph neural networks for materials science and chemistry [PDF]
arXiv, 2022 Machine learning plays an increasingly important role in many areas of chemistry and materials science, e.g. to predict materials properties, to accelerate simulations, to design new materials, and to predict synthesis routes of new materials. Graph neural networks (GNNs) are one of the fastest growing classes of machine learning models.
Patrick Reiser +10 more
arxiv +3 more sources
Interpretable and Explainable Machine Learning for Materials Science and Chemistry [PDF]
2022 Account of Materials Research, 2021 While the uptake of data-driven approaches for materials science and chemistry is at an exciting, early stage, to realise the true potential of machine learning models for successful scientific discovery, they must have qualities beyond purely predictive power.
Felipe Oviedo +3 more
arxiv +3 more sources
Does repeat synthesis in materials chemistry obey a power law? [PDF]
Proc Natl Acad Sci U S A, 2020 Significance A key goal of much chemistry and materials research is the creation of new chemicals or materials. Understanding how readily the synthesis of a material can be repeated gives important insight into how a material can be adopted by a ...
Agrawal M, Han R, Herath D, Sholl DS.
europepmc +2 more sources
Expanding frontiers in materials chemistry and physics with multiple anions. [PDF]
Nat Commun, 2018 During the last century, inorganic oxide compounds laid foundations for materials synthesis, characterization, and technology translation by adding new functions into devices previously dominated by main-group element semiconductor compounds.
Kageyama H +6 more
europepmc +2 more sources
Inverse Quantum Chemistry: Concepts and Strategies for Rational Compound Design [PDF]
International Journal of Quantum Chemistry, Volume 114, Issue 13,
pages 823-837, 5 July 2014, 2014 The rational design of molecules and materials is becoming more and more important. With the advent of powerful computer systems and sophisticated algorithms, quantum chemistry plays an important role in rational design. While traditional quantum chemical approaches predict the properties of a predefined molecular structure, the goal of inverse quantum
Reiher, Markus, Weymuth, Thomas
arxiv +4 more sources
Cellulose-based hydrogel materials: chemistry, properties and their prospective applications. [PDF]
Prog Biomater, 2018 Hydrogels based on cellulose comprising many organic biopolymers including cellulose, chitin, and chitosan are the hydrophilic material, which can absorb and retain a huge proportion of water in the interstitial sites of their structures.
Kabir SMF +5 more
europepmc +2 more sources
Influence of surface chemistry on the electronic properties of graphene related carbon materials [PDF]
, 2010 A theoretical study on the influence of organic functional groups on the electronic properties of graphene related carbon materials was carried out. Here we report, using density functional theory and tight-binding approach, that the best candidates for conducting supramolecular devices can be obtained by engineering the surface chemistry and stacking ...
Akira Miyamoto +35 more
arxiv +3 more sources