Accelerating materials discovery using integrated deep machine learning approaches (English)
- New search for: Xia, Weiyi
- New search for: Tang, Ling
- New search for: Sun, Huaijun
- New search for: Zhang, Chao
- New search for: Ho, Kai-Ming
- New search for: Viswanathan, Gayatri
- New search for: Kovnir, Kirill
- New search for: Wang, Cai-Zhuang
- New search for: Xia, Weiyi
- New search for: Tang, Ling
- New search for: Sun, Huaijun
- New search for: Zhang, Chao
- New search for: Ho, Kai-Ming
- New search for: Viswanathan, Gayatri
- New search for: Kovnir, Kirill
- New search for: Wang, Cai-Zhuang
In:
Journal of Materials Chemistry A
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11
, 47
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25973-25982
;
2023
- Article (Journal) / Electronic Resource
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Title:Accelerating materials discovery using integrated deep machine learning approaches
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Contributors:Xia, Weiyi ( author ) / Tang, Ling ( author ) / Sun, Huaijun ( author ) / Zhang, Chao ( author ) / Ho, Kai-Ming ( author ) / Viswanathan, Gayatri ( author ) / Kovnir, Kirill ( author ) / Wang, Cai-Zhuang ( author )
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Published in:Journal of Materials Chemistry A ; 11, 47 ; 25973-25982
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Publisher:
- New search for: The Royal Society of Chemistry
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Publication date:2023-12-05
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Size:10 pages
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ISSN:
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Coden:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 11, Issue 47
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 25769
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Front cover| 2023
- 25771
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Contents list| 2023
- 25784
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Pore engineering of metal–organic frameworks for boosting low-pressure CO2 captureDing, Meili / Rong, Wei / Wang, Yang / Kong, Suyu / Yao, Jianfeng et al. | 2023
- 25803
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Nanocomposite electrodes as a new opportunity to transform the performance of solid oxide cellsLi, Xuemei / Zhou, Lingfeng / Li, Qingyuan / Kalu, Awa / Liu, Cijie / Guan, Bo / Salem Molouk, Ahmed Fathi / Liu, Xingbo / Li, Wenyuan et al. | 2023
- 25825
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Pernicious effects and management of lead leakage from perovskite solar cellsYin, Yan / Yang, Li / Zhang, Xiaoli / Zhang, Jinbao et al. | 2023
- 25849
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Realizing the cooking recipe of materials synthesis through large language modelsThik, Jaydeep / Wang, Siwen / Wang, Chuhong / Mansourifar, Hadi / Lin, Honghong / Okubo, Keiichi / Ling, Chen et al. | 2023
- 25854
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Unveiling the bifunctional role of morphological differences of self-supported Cu(OH)2 in electrocatalysisHonnappa, Brahmari / Kumar, T. R. Naveen / Sagayaraj, Prince J. J. / Shenoy, Sulakshana / Chuaicham, Chitiphon / Yesupatham, Manova Santhosh / Sengeni, Anantharaj / Neppolian, Bernaurdshaw / Sasaki, Keiko / Sekar, Karthikeyan et al. | 2023
- 25859
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Fast Na-diffusive tin alloy for all-solid-state Na-based batteriesTanibata, Naoto / Matsunoshita, Koki / Takeuchi, Hirokazu / Akatsuka, Suzuno / Koga, Misato / Takeda, Hayami / Nakayama, Masanobu et al. | 2023
- 25865
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Capturing volatile organic compounds using Ag and Au nanoparticles: regium–π and C–H⋯Ag/Au interactions at workPiña, Maria de las Nieve / Morey, Jeroni / Frontera, Antonio / Bauzá, Antonio et al. | 2023
- 25875
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A nature-inspired strategy towards superhydrophobic woodLiu, Shiqin / Zhu, Mengjia / Huang, Yuxiang / Yu, Yanglun / Yu, Wenji / Lv, Bin et al. | 2023
- 25887
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Superelastic, highly conductive, and superhydrophobic silver nanowires@polypyrrole hybrid aerogels with outstanding electromagnetic interference shielding and Joule heating performancePeng, Fei / Zhu, Wenbo / Fu, Bicheng / Fang, Yi / Peng, Zhipeng / He, Jingjing / Chen, Hongtao / Ji, Hongjun / Hang, Chunjin / Li, Mingyu et al. | 2023
- 25899
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Hollow sp2-conjugated covalent organic framework encapsulating thiophene-based photosensitizer for enhanced visible-light-driven hydrogen evolutionYang, Chen / Hu, Huawei / Qian, Cheng / Liao, Yaozu et al. | 2023
- 25910
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A highly durable AgOx cluster/mesoporous TiO2 photocatalyst with synergistic effects induced superior H2 evolution and CO2 reductionZhang, Yan / Niu, Chunyao / Liu, Jian / Caruso, Rachel A. / Zhang, Xiao Li et al. | 2023
- 25918
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Realizing low-ion-migration and highly sensitive X-ray detection by building g-C3N4 and CH3NH3PbI3 bulk heterojunction pelletsXue, Chengzhi / Xiao, Yingrui / Liu, Xing / Xu, Ziwei / Li, Nan / Wang, Shubo / Yuan, Ningyi / Ding, Jianding / Guo, Xu / Yang, Zhou et al. | 2023
- 25929
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Identifying pathways to metal–organic framework collapse during solvent activation with molecular simulationsManning, Joseph R. H. / Donval, Gaël / Tolladay, Mat / Underwood, Tom L. / Parker, Stephen C. / Düren, Tina et al. | 2023
- 25938
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Morphology and cell performance of poly(fluorene)-based anion exchange membranes for water electrolysis: effect of backbone core structureLim, Haeryang / Jeong, Jae-Yeop / Lee, Dae Hwan / Myeong, Shin-Woo / Shin, Giwon / Choi, Dayeong / Kim, Won Bae / Choi, Sung Mook / Park, Taiho et al. | 2023
- 25945
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High piezoelectricity induced by lattice distortion and domain realignment in Li2CO3-added lead-based ceramicsChen, Hao / Xie, Yining / Xi, Jingwen / Zhuang, Wanfeng / Wang, Weiling / Xing, Jie / Liu, Hong / Zhu, Jianguo et al. | 2023
- 25955
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Ultrafast 3MLCT quenching and vibrational coherence: excited-state dynamics of the first-discovered Fe(ii)–carbene sensitiser resolvedPápai, Mátyá / Rozgonyi, Tamá / Vankó, György et al. | 2023
- 25963
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Underlying factors of mega pressure hysteresis in cerium-rich CaCu5-type metal hydrides and effective modification strategiesZhou, Panpan / Zhang, Jianwei / Bi, Jiapeng / Xiao, Xuezhang / Cao, Ziming / Zhan, Liujun / Shen, Huahai / Lu, Miao / Li, Zhinian / Zhao, Yuyuan et al. | 2023
- 25973
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Accelerating materials discovery using integrated deep machine learning approachesXia, Weiyi / Tang, Ling / Sun, Huaijun / Zhang, Chao / Ho, Kai-Ming / Viswanathan, Gayatri / Kovnir, Kirill / Wang, Cai-Zhuang et al. | 2023
- 25983
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Ru nanoparticle decorated Ni(OH)2 nanosheets for highly efficient electrochemical synthesis of 2,5-furandicarboxylic acid: experimental and theoretical studiesCheng, Zhong / Fu, Dingbang / Zhou, Wenjing / Deng, Wenfang / Tan, Yueming / Ma, Ming et al. | 2023
- 25992
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Achieving heat-resistant energetic compounds via silver-catalyzed one-pot cycloaddition of ethyl 2-isocyanoacetate and nitrogen-rich diazoniumDong, Yaqun / Li, Miao / Cheng, Guangbin / Huang, Wei / Liu, Yuji / Xiao, Chuan / Tang, Yongxing et al. | 2023
- 26000
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Glass-like transparent and heat-sealable films of cellulose nanoworms via ethanol triggered swelling of esterified celluloseLakovaara, Matia / Sirviö, Juho Antti / Wang, Luyao / Suopajärvi, Terhi / Pratiwi, Feby / Zhang, Hao / Peltonen, Jouko / Xu, Chunlin / Liimatainen, Henrikki et al. | 2023
- 26011
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Deep reconstruction of Ni–Al-based pre-catalysts for a highly efficient and durable anion-exchange membrane (AEM) electrolyzerJiang, Tao / Jiang, Xinge / Kyriakou, Vasileio / Bouzek, Karel / Liao, Hanlin et al. | 2023
- 26023
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‘Total electrode’ and ‘intrinsic’ activity parameters in water electrolysis: a comprehensive investigationKarmakar, Arun / Kamble, Bhagyashri. B. / Madhu, Ragunath / Gudlur, Pradeep / Kundu, Subrata et al. | 2023
- 26044
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Fluorine-decorated high loading Fe–N–C electrocatalysts for proton exchange membrane fuel cellsGao, Rui / Qiu, Zhongyu / Xu, Kun / Zhai, Zihui / Cong, Yuanyuan / Jiang, Qike / Zhang, Guanghui / Lv, Yang / Guo, Yizheng / Li, Yongpeng et al. | 2023
- 26052
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Interface molecular wires induce electron transfer from COFs to Pt for enhanced photocatalytic H2 evolutionZhao, Zhengfeng / Chen, Weiqiang / Zhang, Guofeng / Chen, Yao et al. | 2023
- 26063
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A mimosa-inspired photothermal-responsive multifunctional hydrogel for passive solar-driven efficient water purificationMei, Jiangyang / Jin, Yong / Bai, Long / Shang, Xiang / Zeng, Wenhua et al. | 2023
- 26075
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Simultaneous upcycling of PET plastic waste and CO2 reduction through Co-electrolysis: a novel approach for integrating CO2 reduction and PET hydrolysate oxidationKilaparthi, Sravan Kumar / Addad, Ahmed / Barras, Alexandre / Szunerits, Sabine / Boukherroub, Rabah et al. | 2023
- 26086
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The preserved S-scheme band structure of graphitic carbon nitride/bismuth oxobromide after the introduction of black phosphorus driven by an internal electric field: achieving significantly enhanced photocatalytic performanceChen, Lijun / Wang, Feihong / Zhang, Jiahao / Wei, Hongyuan / Dang, Leping et al. | 2023
- 26105
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Hierarchical Zr-doped Fe2O3 photoanodes decorated with in situ Au nanoparticles via a surfactant-assisted one-step hydrothermal approach for efficient photoelectrochemical water splittingAnushkkaran, Periyasamy / Mahadik, Mahadeo A. / Chae, Weon-Sik / Lee, Hyun Hwi / Choi, Sun Hee / Jang, Jum Suk et al. | 2023
- 26115
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In situ defect engineering in a multifunctional layer with strong zincophilicity and high Zn-ion conductivity on Zn anodesLu, Maoni / Jiang, Daochuan / Zhou, Xiaoxing / Li, Sichen / Li, Xinghao / Chen, Ping / Sun, Zhenjie / Hao, Junnan / Zhu, Manzhou / Li, Peng et al. | 2023
- 26127
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pH-Sensitive adsorption of gastrointestinal drugs (famotidine and pantoprazole) as pharmaceutical pollutants by using the Au-doped@ZIF-90-glycerol adsorbent: insights from computational modelingMontazeri, Narje / Salahshoori, Iman / Feyzishendi, Parivash / Miri, Fatemeh Sadat / Mohseni, Mehdi Moayed / Khonakdar, Hossein Ali et al. | 2023
- 26152
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One-step hydrothermal synthesis of Se-doped NiTe electrocatalysts for efficient hydrogen production from saline water assisted by anodic iodide oxidationTan, Hao / Yu, Zhipeng / LaGrow, Alec P. / Ma, Shiyu / Wang, Jingwei / Li, Hong / Xiong, Dehua / Liu, Lifeng et al. | 2023
- 26164
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Neutral d8 metal complexes with intervalence charge-transfer transition trigger an effective NIR-II photothermal conversion for solar-driven desalinationYang, Yung-Cong / Lin, Joanna S. / Ni, Jen-Shyang et al. | 2023
- 26173
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Fabrication and study of a high output power flexible fabric hydrovoltaic generatorZhang, Xiaoyang / Zhang, Xuefei / Fan, Xiaoxuan / Ren, Hai-Tao / Lin, Jia-Horng / Lou, Ching-Wen / Li, Ting-Ting et al. | 2023
- 26183
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Systematic copolymer screening for foaming experiments supported by computational methodsEndres, Patrick / Schuett, Timo / Brütting, Christian / Kimmig, Julian / Albuquerque, Rodrigo Q. / Standau, Tobia / Zechel, Stefan / Ruckdäschel, Holger / Schubert, Ulrich S. et al. | 2023
- 26193
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The state of Fe3+ in the C–F–A–S–H system with varying Fe/Si and Ca/Si ratiosFang, Yuan / Zhuang, Kunde / Cui, Hongzhi / Zhang, Zuhua / Wang, Aoxuan / Wang, Chenman / Zheng, Dapeng / Wang, Xianfeng et al. | 2023
- 26212
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Efficient heterojunction constructed from wide-bandgap and narrow-bandgap small molecules enables dual-band absorption transparent photovoltaicsMeng, Ruiqian / Qiao, Ze / Jiang, Qianqing / Liu, Dianyi et al. | 2023
- 26221
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An anthraquinone-based covalent organic framework for highly reversible aqueous zinc-ion battery cathodesLi, Lihua / Yang, Haohao / Wang, Xin / Ma, Yinghu / Ou, Weizhi / Peng, Hui / Ma, Guofu et al. | 2023
- 26230
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Novel piezoelectric properties of electrospun polyamide-imide nanofiber membranesBai, Ruixi / Shao, Hao / Chang, Haibo / Wang, Hongxia / Ding, Xiang / Cao, Weihua / Cao, Yuying / Lin, Tong et al. | 2023
- 26242
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A heterostructured electrocatalyst for the electrochemical valorization of 5-hydroxymethylfurfural coupled with the hydrogen evolution reactionThapa, Loknath / Bhaumik, Asim / Mondal, Swastik / Raj, C. Retna et al. | 2023
- 26252
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PTFE nanocoating on Cu nanoparticles through dry processing to enhance electrochemical conversion of CO2 towards multi-carbon productsPellessier, John / Gong, Xiangtao / Li, Boyang / Zhang, Jiaqi / Gang, Yang / Hambleton, Kirk / Podder, Chinmoy / Gao, Zhongjia / Zhou, Hongcai / Wang, Guofeng et al. | 2023
- 26265
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Engineering of hollow periodic mesoporous organosilica nanorods for augmented hydrogen clathrate formationWatson, Geert / Kummamuru, Nithin B. / Verbruggen, Sammy W. / Perreault, Patrice / Houlleberghs, Maarten / Martens, Johan / Breynaert, Eric / Van Der Voort, Pascal et al. | 2023
- 26277
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Efficient and stable organic solar cells based on all-solution-processed metal oxide transport layersTao, Yangdan / Wang, Di / He, Xinyu / Chen, Hongzheng / Li, Chang-Zhi et al. | 2023
- 26285
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Ultra-broadband microwave absorption of (Mn0.2Fe0.2Zn1.2)x substituted Co2Y hexaferrites with a self-aligned sheet stacked, highly c-axis oriented and multi-domain structureLiu, Yijian / Li, Haifeng / Yan, Xutao / Sun, Jihui / Zang, Jiabao / Luo, Xiang / Sun, Li / Zhang, Meijie et al. | 2023
- 26301
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Inside back cover| 2023
- 26302
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Back cover| 2023