Polyolefin reweaved ultra-micropore membrane for CO2 capture by Xiuling Chen, Guining Chen, Cong Xie, Lei Wu, Gongping Liu, Nanwen Li, Wanqin Jin

“…This controllable and high efficiency-design strategy provides a general approach to create sub-nanometre-sized pore-apertures of gas separation membranes with wide universality.…”
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Enhancing Robustness in UDC Image Restoration Through Adversarial Purification and Fine-Tuning by Wenjie Dong, Zhenbo Song, Zhenyuan Zhang, Xuanzheng Lin, Jianfeng Lu

“…Following the assessment, we propose a two-stage approach integrating diffusion-based adversarial purification and efficient fine-tuning, uniquely designed to eliminate perturbations while retaining restoration fidelity. …”
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Fractal-Based Thermal Conductivity Prediction Modeling for Closed Mesoporous Polymer Gels by Haiyan Yu, Mingdong Li, Ning Guo, Anqi Chen, Haochun Zhang, Mu Du

“…To accurately predict their thermal performance, this study develops a novel mathematical model that integrates fractal geometry theory, Kirchhoff’s thermal conduction principles, comprehensive Rosseland diffusion approximation, and Mie scattering theory. …”
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Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis by Hiroto Arima, Yuichiro Yamashita, Takashi Yagi

“…To advance thermal control technology, improve thermal reuse efficiency, and further enhance device performance, it is crucial to understand microscopic spatial and temporal heat transport in materials. …”
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Biosynthesis of silver nanoparticles from macroalgae Hormophysa triquetra and investigation of its antibacterial activity and mechanism against pathogenic bacteria by Shazia Bibi, Mohammed H. Abu-Dieyeh, Mohammad A. Al-Ghouti

“…The NPs were evaluated for their antibacterial activities by disc-diffusion method and their minimum inhibitory concentrations (MIC) were assessed. …”
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A physical model for metal extraction and transport in shallow magmatic systems by Christian Huber, Olivier Bachmann, Jean‐Louis Vigneresse, Josef Dufek, Andrea Parmigiani

“…The model predicts that the most efficient purging of metals occurs for magmas with intermediate volatile contents and is enhanced during late‐stage magmatic activity, as the reservoirs reach high crystallinity and are not disturbed by volcanic venting, in agreement with natural observations suggesting that ore formation post‐dates volcanic activity.…”
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Improving Electrochemical Performance of Ultrahigh-Loading Cathodes via the Addition of Multi-Walled Carbon Nanotubes by Chan Ju Choi, Tae Heon Kim, Hyun Woo Kim, Do Man Jeon, Jinhyup Han

“…This enhancement improved both electronic and ionic conductivity, facilitating the formation of an efficient electron transfer network. Unlike the cells using only carbon black, the electrodes with MWCNTs exhibited lower internal resistances, facilitating higher lithium-ion diffusion. …”
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Assessing Environmental Policy Impact on Green Innovation Adoption in Pakistan: Role of Financial Incentives and Disincentives as Mediators by Aqib Javed, Gao Liang, Faheem Muneer

“…The analysis revealed the crucial role of government policies, financial incentives, and disincentives in promoting sustainable product adoption in Pakistan. It extends the diffusion of innovation theory, emphasizing the critical influence of government intervention in promoting sustainable practices. …”
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Hydrogen peroxide activation of waste tire crumb rubber for improving compatibility with bitumen: Laboratory and molecular dynamics insights by Nie Tian, Piergiorgio Tataranni, Cesare Sangiorgi

“…Molecular dynamics simulations further confirmed that AWCR has a closer solubility parameter and higher binding energy to bitumen than WCR, reflected in a relatively slower diffusion rate. This study provides comprehensive evidence for an eco-friendly method of WCR surface treatment for more efficient recycling of tire rubber in asphalt pavements.…”
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Computational analysis of bioconvective MHD hybrid nanofluid flow of non-Newtonian fluid over cone/plate: A study based on the Cattaneo-Christov heat and mass flux model by P. Francis, P. Sambath, S. Noeiaghdam, U. Fernandez-Gamiz, S. Dinarvand

“…Additionally, the effects of MHD and porosity are shown to enhance microorganism diffusion by increasing heat and mass transfer rates, leading to more efficient transport processes. …”
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LoRA Fusion: Enhancing Image Generation by Dooho Choi, Jeonghyeon Im, Yunsick Sung

“…Recent advancements in low-rank adaptation (LoRA) have shown its effectiveness in fine-tuning diffusion models for generating images tailored to new downstream tasks. …”
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Exploring Darcy dissipation modulation of nanofluid with titanium dioxide (TiO2) and copper (Cu) for enhanced thermal performance in a vertical sheet by P.K. Pattnaik, MD. Shamshuddin, S.R. Mishra, Subhajit Panda

“…Nanoparticles enhance thermal diffusion, leading to steeper temperature gradients. …”
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DPM-Solver-2M: A Fast Multistep DPM-Solver-Based Scheme for Real-Time MIMO Channel Estimation by Ravi Kumar, Manivasakan Rathinam

“…We propose a multistep fast ordinary differential equation (ODE)-based diffusion probabilistic model (DPM), DPM-Solver-2M, for MIMO channel estimation, significantly reducing the number of inference steps while maintaining high accuracy. …”
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Study on the Effectiveness of Slow-Release Fertilizer Combining Maggot waste and Azospirillum brasilense on the Growth of Choy Sum (Brassica rapa var. parachinensis) by Alvin Bowen Wijaya, Achmad Fauzi Kusuma, Clive Nathan Pangestu, Vincenzio Jocelino, Verga Windi Akbar, Dego Yusa Ali

“…Further research is needed to optimize SRF formulations for more effective and efficient application in agriculture.…”
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Adsorption Study of Methylene Blue onto Power Activated Carbon Prepared from Ananas Comosus Peels by Nasiru Yahaya, Ibrahim Ali, Kolo Modu, Shehu Adamu

“…This study demonstrates that the activated carbon prepared from Ananas comosus peels can be efficient in removing methylene blue dye contaminants from aqueous solution.…”
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Shaping the Future of Horticulture: Innovative Technologies, Artificial Intelligence, and Robotic Automation Through a Bibliometric Lens by Maria Magdalena Poenaru, Liviu Florin Manta, Claudia Gherțescu, Alina Georgiana Manta

“…Moreover, collaboration networks are dominated by leading institutions such as Wageningen University, which act as hubs for knowledge diffusion. The findings suggest that future research should prioritize the development of durable, energy-efficient horticultural technologies adapted to various agro-climatic zones. …”
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Avian cryptochrome 4 binds superoxide by Jean Deviers, Fabien Cailliez, Aurélien de la Lande, Daniel R. Kattnig

“…The binding sites are particularly efficient in scavenging superoxide escaping from a putative generation site close to the flavin-cofactor, possibly implying a functional relevance. …”
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Short communication: Multiscale topographic complexity analysis with pyTopoComplexity by L. S.-H. Lai, L. S.-H. Lai, A. M. Booth, A. R. Duvall, E. Herzig, E. Herzig

“…When these complexity metrics are calibrated with absolute age dating, they offer a means to estimate in situ hillslope diffusivity and fluvial erodibility, which are critical factors in determining the efficiency of landscape recovery after significant geomorphic disturbances such as landslides. …”
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Unsteady flow and heat transfer optimization of viscous fluid with bioconvection over a rotating stretchable disk and gyrotactic motile microorganisms by Mazhar Hussain, Samya Shahid, Noreen Sher Akbar, Mohammed Kbiri Alaoui

“…The novelty of study is to construct a framework that combines microorganisms along with energy equation to analyze how can they be helpful in making a system more efficient like heat transfer enhancement in cooling devices and heat transfer exchanger etc. …”
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Enhanced Capacitive Performance of Microwave-Driven CNTs on Carbonized Cigarette Filter Waste for Sustainable Energy Storage by Young Joong Choi, Damin Lee, Se-Hun Kwon, Kwang Ho Kim

“…The integrated hierarchical structure facilitates efficient electron transport and ion diffusion, leading to excellent rate capability (91.6% at 10 A/g) and cycling stability (96.5% retention after 5000 cycles). …”
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