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The realization and optimization of multifunctional materials is difficult, especially when the functionalities are directly incompatible. For example, it is challenging to make surfaces both enzymatically active and water repellent, as these two properties are directly competitive because of the hydrophilic nature of the enzyme-laden surfaces. Patterning discrete domains of distinct functionalities can represent a path to multifunctionality, but the innumerable possible domain permutations present a major barrier to optimizing performance. Here, we develop a high-throughput approach for exploring patterned multifunctional surfaces that is inspired by the microtiter plate architecture. As a model system, patterned surfaces are realized with horseradish peroxidase-decorated domains amidst a background of hydrophobic fluorinated self-assembled monolayers. In experiments exploring effects of pattern geometry, the measured enzyme activity is dependent only on the surface coverage. In contrast, roll-off behavior strongly depends on the parameters of the pattern geometry. Importantly, this finding enables the precise tailoring of distinct wetting behavior of the surfaces in a manner that is independent of their enzymatic activity. The high-throughput nature of the platform facilitates multiobjective optimization of surface functionalities in a general and flexible manner.
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http://dx.doi.org/10.1021/acsami.0c04202 | DOI Listing |
Comput Methods Biomech Biomed Engin
September 2025
College of Information Science and Technology, Donghua University, Shanghai, China.
High cost of clinical trials hinders further enhancement of comprehensive mechanical properties of bioresorbable scaffolds (BRS). Therefore, a multi-objective optimization method combining surrogate modeling and finite element simulation is proposed, based on the evaluation of stents with various auxetic structures and materials. The results demonstrated that re-entrant hexagon stent made of PLA (PLA-RH stent) was a more ideal candidate, with superior radial recoil and force.
View Article and Find Full Text PDFPLoS One
September 2025
Department of design fundamentals, Faculty of Mechanical Engineering, Industrial University of Ho Chi Minh City, Ho Chi Minh City, Vietnam.
The slider-crank mechanism (SCM) is fundamental to various mechanical systems. However, optimizing its dynamic performance remains a pressing challenge due to excessive torque, joint reactions, and energy consumption. This study introduces two key innovations to address these challenges: (1) the integration of springs into SCM to optimize dynamic performance and (2) a novel hybrid optimization approach combining the Conjugate Direction with Orthogonal Shift (CDOS) method and Parameter Space Investigation (PSI).
View Article and Find Full Text PDFJ Environ Manage
September 2025
School of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran.
Agricultural supply chains face significant challenges in achieving food security and sustainability, particularly due to climate change and waste production. Effectively managing these supply chains, especially in the context of uncertainties, is crucial for optimizing resource use and minimizing waste. This research develops a multi-objective optimization for designing a sustainable and responsive closed-loop agricultural supply chain network, focusing on jujube products under uncertain conditions.
View Article and Find Full Text PDFFood Chem
August 2025
Division of Biotechnology, Karunya Institute of Technology and Sciences, Coimbatore 641114, India. Electronic address:
Optimal proportions of plasticizers, crosslinkers, and hydrophobicity modifiers are essential for biopolymer film formulations. In this study, Cellulose acetate bioplastic films were prepared with varying concentrations of polyethylene glycol (PEG), malic acid (MA), and hexadecanoic acid (HAD). The resulting films were characterized for thickness (TH), water absorbency (WA), transparency (TP), and equilibrium moisture content (MC).
View Article and Find Full Text PDFChemosphere
September 2025
Department of Computer Science, Modeling, Electronics and Systems Engineering (DIMES), University of Calabria, 87036, Rende, Italy.
In the present work, alkaline transesterification converted waste household cooking oil into biodiesel, a renewable alternative to fossil fuels. After characterising oil and choosing the independent variables of the reaction (methanol-to-oil molar ratio, catalyst concentration, temperature, and stirring), three dependent variables were selected to analyse biodiesel production globally, considering technical, energetic and environmental aspects. Therefore, biodiesel yield, energy intensity, and green chemistry balance were chosen as responses.
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