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Articles by Ge Qu
Entropy guided spectral phenological feature engineering using Sentinel-2A data for Pan-Arctic vegetation classification
Abstract Arctic vegetation plays a critical role in regulating terrestrial ecosystem structure and function. Existing remote-sensing classification products are often limited in thematic detail and accuracy because of the region’s inaccessibility and the underuse of high-dimensional spectral and phenological information.
Computer Science > Artificial Intelligence
Data Science Code Translation (DSCT) is the process of converting code between data science libraries while preserving functional equivalence and enabling interoperability across data science ecosystems. While Large Language Models (LLMs) have demonstrated considerable progress in Data Science Code Generation (DSCG), their performance in DSCT remains insufficiently studied.
Author Correction: Flash upcycling of spent LiCoO 2 into oxygen-suppressed lithium-replenishing agent for high-performance batteries
Correction to: Nature Communications https://doi.org/10.1038/s41467-025-67496-9, published online 05 January 2026 In the version of this article initially published, in Fig. 1c, stray lines appeared alongside the x-axis label; in the Fig. 3f y-axis label, the charge symbol in “Li+” was misaligned; in Fig. 4b, two data points appeared outside the plot border. The figures are now updated in the HTML and PDF versions of the article.
The Effects of Out-of-Class AI-Generated Feedback on EFL Learners' Writing Achievement and Emotions: Evidence From a Quasi-Experimental Study
1 Introduction The importance of emotions in the process of second language acquisition (SLA) has been increasingly recognised in research on the effect of language learning outcomes (Balcı 2024; Dewaele and MacIntyre 2014; Dewaele et al. 2023; Zhao and Wang 2024b). Traditionally, most of the research has been concentrated on the negative effects of foreign language anxiety (FLA) (Horwitz 2010).
Ultrafast Joule-Heating Disproportionation for Engineering Sub-2 nm Si Nanodomains toward Stable, High-Performance SiO Anodes Click to copy article link Article link copied!
Cite Jump to ExpandCollapse ArticleJune 15, 2026 Ultrafast Joule-Heating Disproportionation for Engineering Sub-2 nm Si Nanodomains toward Stable, High-Performance SiO Anodes Click to copy article linkArticle link copied! Jiarui Li Jiarui Li School of Materials Science and Engineering, Tongji University, Shanghai 201804, China Quan Nie Quan Nie School of Materials Science and Engineering, Tongji University, Shanghai 201804, China Te Kang Te Kang School of Materials Science and Engineering,...
Rapid Room-Temperature Repair of Spent Lithium Iron Phosphate via Redox Mediators
Rapid Room-Temperature Repair of Spent Lithium Iron Phosphate via Redox Mediators A rapid room-temperature repair method for spent LiFePO4 (LFP) powders and electrodes is presented, achieving restoration within 10 minutes. The process facilitates lithiation kinetics through redox reactions between iodide and triiodide ions and supports reuse. This clean, low-energy method provides promising technology for efficiently recycling LFP cathodes.
Author Correction: Electrode separation via water electrolysis for sustainable battery recycling - Nature Sustainability
Correction to: Nature Sustainability https://doi.org/10.1038/s41893-025-01539-3, published online 3 April 2025. In the version of this article initially published, the first sentence of the Author Contributions section was incorrect and has been removed in the HTML and PDF versions of the article. About this article Yang, F., Chen, X., Qu, G. et al. Author Correction: Electrode separation via water electrolysis for sustainable battery recycling. Nat Sustain (2025).
Boosting Ni‐Rich Cathode Stability Through Grain Boundary Strengthening and Phase Transition Degradation Suppression
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description smll202502609-sup-0001-SuppMat.docx3 MB Supporting Information References 1, , , , , Adv. Energy Mater. 2016, 6, 1501010. 2, , , , , , , Prog. Mater. Sci. 2020, 111, 100655. 3, , , , , , Electrochem. Energy Rev. 2020, 3, 43. 4, , , , , , , , , , Mater. Today 2021, 51, 365. 5, , , , , , , , , , , , Nat. Mater. 2021, 20, 84. 6, , , , , , , , , , , , , , , , , , , , , , , , , , Nat. Energy 2024, 9, 345.
Electrode separation via water electrolysis for sustainable battery recycling - Nature Sustainability
Abstract Recycling large quantities of lithium-ion batteries facing retirement is pivotal for resource conservation and environmental sustainability. Direct recycling, while offering a promising avenue with reduced waste compared with pyrometallurgy and hydrometallurgy, often involves intricate and long processes. Here we introduce a water electrolysis-induced separation approach, using H2 or O2 gas bubbling to efficiently separate electrode materials from current collectors.
Assessment of the Impacts of Different Carbon Sources and Sinks on Atmospheric CO2 Concentrations Based on GEOS-Chem
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Biplane Utilization Improves Accuracy for Peripheral IV Placement
Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request.
Ketomalonate‐Based Lithium Replenishment Reagents for Lithium‐Ion Batteries With Stable Electrode Structural
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm202422034-sup-0001-SuppMat.docx11.5 MB Supporting Information References 1, Nature 2001, 414, 359. 2, , , , , Energy Environ. Sci. 2011, 4, 3243. 3, , , , , , , , , , , , , , , Adv. Energy Mater. 2023, 13, 2300466. 4, , , , Energy Mater. 2022, 1, 100003. 5, , , , , , , , , , Adv. Funct. Mater. 2021, 31, 2005581. 6, , , , , , , , Adv. Funct. Mater. 2021, 31, 2101181. 7, , , , , , , , Energy Environ.
Assessment of the Impacts of Different Carbon Sources and Sinks on Atmospheric CO2 Concentrations Based on the GEOS-Chem Model
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Methods, Progress and Challenges in Global Monitoring of Carbon Emissions from Biomass Combustion
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Rational enzyme design by reducing the number of hotspots and library size
Rational enzyme design by reducing the number of hotspots and library size Biocatalysts with eco-friendly, sustainable, and high specificity have great potential for applications in the production of fine chemicals, food, detergents, biofuels, pharmaceuticals, and more. However, due to factors such as low activity, narrow substrate scope, poor thermostability, or incorrect selectivity, most natural enzymes cannot be directly used for large-scale production of desired products.
Enhancing Volumetric Energy Density of LiFePO4 Battery Using Liquid Metal as Conductive Agent
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm202409230-sup-0001-SuppMat.docx3.4 MB Supporting Information References 1a) , , , , , , , , , Adv. Energy Mater. 2016, 7, 1601507; b) , , , , , , , , , , , Angew. Chem. Int. Ed. Engl. 2022, 61, 202207000. 2a) , , , , , , , , , , Adv. Energy Mater. 2022, 12, 2201750; b) , , , , , , , , , ACS Appl. Energy Mater. 2021, 4, 7338. 3a) , , , , , Energy Fuels 2022, 36, 1232; b) , , , Adv. Energy Mater.
Enhancing Volumetric Energy Density of LiFePO4 Battery Using Liquid Metal as Conductive Agent
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm202409230-sup-0001-SuppMat.docx3.4 MB Supporting Information References 1a) , , , , , , , , , Adv. Energy Mater. 2016, 7, 1601507; b) , , , , , , , , , , , Angew. Chem. Int. Ed. Engl. 2022, 61, 202207000. 2a) , , , , , , , , , , Adv. Energy Mater. 2022, 12, 2201750; b) , , , , , , , , , ACS Appl. Energy Mater. 2021, 4, 7338. 3a) , , , , , Energy Fuels 2022, 36, 1232; b) , , , Adv. Energy Mater.
Engineering of a Baeyer‐Villiger monooxygenase to improve substrate scope, stereoselectivity and regioselectivity
Supporting Information As a service to our authors and readers, this journal provides supporting information supplied by the authors. Such materials are peer reviewed and may be re-organized for online delivery, but are not copy-edited or typeset. Technical support issues arising from supporting information (other than missing files) should be addressed to the authors.
Synthesis of a Sacubitril Precursor by Construction of One-pot Chemoenzymatic Cascades
Synthesis of a Sacubitril Precursor by Construction of One-pot Chemoenzymatic Cascades Enzymatic cascade synthesis of valuable chiral pharmaceutical intermediates have attracted attention due to efficient and environmentally friendly routes. Currently, the synthesis of a key precursor of Sacubitril valsartan sodium hydrate LCZ696 proceeds via separate steps of metal-catalyzed asymmetric hydrogenation and enzymatic transamination.
Engineered enzymes for the synthesis of pharmaceuticals and other high-value products - Nature Synthesis
Abstract Catalysis has a central role in organic synthetic methodology, especially in stereoselective reactions. In many reactions, enantioselectivity is made possible through the use of chiral transition metal catalysts. For decades, enzymes had a minor role, but this changed with the advent of directed evolution in the 1990s. The experimental implementation of evolving stereoselective mutants convinced at least some chemists of the potential of enzymes in catalytic processes.
Biocatalytic reductive aminations with NAD(P)H-dependent enzymes: enzyme discovery, engineering and synthetic applications
Biocatalytic reductive aminations with NAD(P)H-dependent enzymes: enzyme discovery, engineering and synthetic applications† Chiral amines are pivotal building blocks for the pharmaceutical industry. Asymmetric reductive amination is one of the most efficient and atom economic methodologies for the synthesis of optically active amines.
County Scale Corn Yield Estimation Based on Multi-source Data in Liaoning Province
2.3.3. Remote Sensing Factor Selection Based on Correlation To form an a priori understanding of spectral response to yield changes, we compared the VI curves of the sample units with yield gradients difference. The VI time series curves of sample units are shown in Figure 4. We found that valid recognizing time, except for MIBRI, occurred in the middle or late growth period which is in accord with the corn weathering pattern. The recognition time of different VIs has different validity.
Engineering the activity of Amine Dehydrogenase in the Asymmetric Reductive Amination of Hydroxyl Ketones
Engineering the activity of Amine Dehydrogenase in the Asymmetric Reductive Amination of Hydroxyl Ketones Hui Ming, Bo Yuan, Ge Qu and Zhoutong Sun Abstract Chiral amino alcholols are essential structural motifs required in pharmaceutical agents and bioactive natural products. Our previous work explored a series of engineered amine dehydrogenases (AmDHs) derived from amino acid dehydrogenase (AADHs), enabling the asymmetric reductive amination of hydroxyl ketones to chiral amino alcohols.
Unraveling the mechanism of enantio-controlling switches of an alcohol dehydrogenase toward sterically small ketone
Unraveling the mechanism of enantio-controlling switches of an alcohol dehydrogenase toward sterically small ketone Yingying Jiang, Ge Qu, Xiang Sheng, Feifei Tong and Zhoutong Sun Abstract Efficient synthesis of chiral compounds under mild conditions is highly desirable in the chemical and pharmaceutical communities, but it often faces difficulties.
Unlocking the Stereoselectivity and Substrate Acceptance of Enzymes: Proline‐Induced Loop Engineering Test
Research Article Dr. Ge Qu, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308 China National Technology Innovation Center of Synthetic Biology, Tianjin, 300308 China Search for more papers by this author Yuexin Bi, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308 China University of Science and Technology of China, Hefei, 230027 China Search for more papers by this author Beibei Liu, Tianjin Institute of...
Data mining of amine dehydrogenases for the synthesis of enantiopure amino alcohols
Data mining of amine dehydrogenases for the synthesis of enantiopure amino alcohols Chiral amino alcohols are essential building blocks for the pharmaceutical industry, and are widely presented in natural and synthetic bioactive compounds.
The Crucial Role of Methodology Development in Directed Evolution of Selective Enzymes - Qu - - Angewandte Chemie International Edition - Wiley Online Library
Review The Crucial Role of Methodology Development in Directed Evolution of Selective Enzymes Manfred T.
The Crucial Role of Methodology Development in Directed Evolution of Selective Enzymes
Review Dr. Ge Qu Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308 China These authors contributed equally to this work. Search for more papers by this author Prof.
Biocatalysis of carboxylic acid reductases: phylogenesis, catalytic mechanism and potential applications
In recent decades, biocatalysis has attracted more and more attention, contributing significantly to synthetic organic chemistry and biotechnology, and thereby advancing the development of greener and more sustainable synthetic processes. As a versatile enzyme, carboxylic acid reductases (CARs) are widely distributed in bacteria, fungi and plants.
Complementary Semiconducting Polymer Blends: Influence of Side Chains of Matrix Polymers
The concept of complementary semiconducting polymer blends (c-SPBs) has been recently proposed to achieve enhanced solution processability and/or melt-processing capability for organic electronics. In the previous study, we demonstrated the impact of conjugation-break spacers of matrix polymers.
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