AIMC Topic: Biopolymers
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The QDπ dataset, training data for drug-like molecules and biopolymer fragments and their interactions.
Scientific data
Apr 25, 2025
The development of universal machine learning potentials (MLP) for small organic and drug-like molecules requires large, accurate datasets that span diverse chemical spaces. In this study, we introduce the QDπ dataset which incorporates data taken fr...
Artificial Intelligence and Multiscale Modeling for Sustainable Biopolymers and Bioinspired Materials.
Advanced materials (Deerfield Beach, Fla.)
Mar 10, 2025
Biopolymers and bioinspired materials contribute to the construction of intricate hierarchical structures that exhibit advanced properties. The remarkable toughness and damage tolerance of such multilevel materials are conferred through the hierarchi...
Cuprospinel decorated biopolymer functionalized CNFs based electrocatalytic platform integrated with grid search optimized neural network for detection of vital amino acid in beverages.
Food chemistry
Oct 5, 2024
An electrocatalytic platform based on a novel nanocomposite integrated with a grid search-optimized neural network (GSNN) was proposed for intelligent sensing of tryptophan. The cuprospinel-decorated chitosan-functionalized carbon nanofibers (CuFeO/C...
Mechanochemical Degradation of Biopolymers.
Molecules (Basel, Switzerland)
Dec 10, 2023
Mechanochemical treatment of various organic molecules is an emerging technology of green processes in biofuel, fine chemicals, or food production. Many biopolymers are involved in isolating, derivating, or modifying molecules of natural origin. Mech...
Biopolymer based artificial synapses enable linear conductance tuning and low-power for neuromorphic computing.
Nanoscale
Sep 15, 2022
Neuromorphic computing is considered a promising method for resolving the traditional von Neumann bottleneck. Natural biomaterial-based artificial synapses are popular units for constructing neuromorphic computing systems while suffering from poor li...
Integrative measurement analysis via machine learning descriptor selection for investigating physical properties of biopolymers in hairs.
Scientific reports
Dec 21, 2021
Integrative measurement analysis of complex subjects, such as polymers is a major challenge to obtain comprehensive understanding of the properties. In this study, we describe analytical strategies to extract and selectively associate compositional i...
Biodegradable Small-Scale Swimmers for Biomedical Applications.
Advanced materials (Deerfield Beach, Fla.)
Sep 3, 2021
Most forms of biomatter are ephemeral, which means they transform or deteriorate after a certain time. From this perspective, implantable healthcare devices designed for temporary treatments should exhibit the ability to degrade and either blend in w...
Digital-to-biological converter for on-demand production of biologics.
Nature biotechnology
May 29, 2017
Manufacturing processes for biological molecules in the research laboratory have failed to keep pace with the rapid advances in automization and parellelization. We report the development of a digital-to-biological converter for fully automated, vers...
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