Toward intelligent multizone thermal control with multiagent deep reinforcement learning by Li, Jie, Zhang, Wei, Gao, Guanyu, Wen, Yonggang, Jin, Guangyu, Christopoulos, Georgios

“…Many research works have been proposed to save energy while maintaining a comfortable thermal condition. …”
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High-efficiency and durable inverted perovskite solar cells with thermally-induced phase-change electron extraction layer by Li, Xin, Meng, Yun, Liu, Ruizhe, Yang, Zhiyao, Zeng, Yan, Yi, Yuanping, Sha, Wei E. I., Long, Yi, Yang, Junyou

“…Reducing carrier recombination and facilitating charge extraction at the interface is of great significance to improve the device performance of perovskite solar cells (PSCs) towards commercial use. However, there has been little work done concerning transportation and recombination mechanism at the interface of the metal electrode and the electron transport layer in inverted PSCs. …”
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Learning hierarchical review graph representations for recommendation by Liu, Yong, Yang, Susen, Zhang, Yinan, Miao, Chunyan, Nie, Zaiqing, Zhang, Juyong

“…The user review data have been demonstrated to be effective in solving different recommendation problems. …”
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Ultrafast electronic relaxation dynamics of atomically thin MoS₂ is accelerated by wrinkling by Xu, Ce, Zhou, Guoqing, Alexeev, Evgeny M., Cadore, Alisson R., Paradisanos, Ioannis, Ott, Anna K., Soavi, Giancarlo, Tongay, Sefaattin, Cerullo, Giulio, Ferrari, Andrea C., Prezhdo, Oleg V., Loh, Zhi-Heng

“…Strain engineering is an attractive approach for tuning the local optoelectronic properties of transition metal dichalcogenides (TMDs). While strain has been shown to affect the nanosecond carrier recombination dynamics of TMDs, its influence on the sub-picosecond electronic relaxation dynamics is still unexplored. …”
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GTG-shapley: efficient and accurate participant contribution evaluation in federated learning by Liu, Zelei, Chen, Yuanyuan, Yu, Han, Liu, Yang, Cui, Lizhen

“…Shapley Value (SV)–based techniques have been widely adopted to provide a fair evaluation of FL participant contributions. …”
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Functional analysis of a hypomorphic allele shows that MMP14 catalytic activity is the prime determinant of the Winchester syndrome phenotype by de Vos, Ivo J. H. M., Goggi, Julian L., Wilson, Gabrielle R., Stegmann, Alexander P. A., Amor, David J., Dunn, Norris Ray, Carney, Thomas James, Lockhart, Paul J., Coull, Barry J., van Steensel, Maurice A. M., Tao, Evelyn Yaqiong, Ong, Sheena Li Ming, Scerri, Thomas, Low, Chernis Guai Mun, Wong, Arnette Shi Wei, Grussu, Dominic, van Geel, Michel, Janssen, Renske, Bahlo, Melanie

“…To date, only one missense mutation in MMP14, encoding the membrane-bound matrix metalloprotease 14, has been reported in WS patients. Here, we report a novel hypomorphic MMP14 p.Arg111His (R111H) allele, associated with a mitigated form of WS. …”
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Experimental investigation of carbon-based nano-enhanced phase change materials assimilated photovoltaic thermal system: Energy, exergy and environmental assessment by Rajamony, Reji Kumar, Kumar Pandey, Adarsh Kumar, Nurhanis Sofiah, Abd Ghafar, Paw, Johnny Koh Siaw, Suraparaju, Subbarama Kousik, Fatehmulla, Amanullah, Chopra, Kapil, Samykano, Mahendran, Farade, Rizwan A.

“…The exergy approach was used to evaluate the energy available for productive use and exergy loss and entropy generation have been analyzed to enhance the electrical energy and thermal storage of the system. …”
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Optical coherence tomography angiography imaging to monitor anti-VEGF treatment of corneal vascularization in a rabbit model by Devarajan, Kavya, Ong, Hon Shing, Lwin, Nyein C., Chua, Jacqueline, Schmetterer, Leopold, Mehta, Jodhbir Singh, Ang, Marcus

“…Optical coherence tomography angiography (OCTA) is a well-established non-invasive retinal vascular imaging technique. It has been recently adapted to image the anterior segment and has shown good potential to image corneal vascularisation. …”
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CRISPR/Cas9 RNP-assisted validation of palmarumycin biosynthetic gene cluster in Lophiotrema sp. F6932 by Gakuubi, Martin Muthee, Ching, Kuan Chieh, Munusamy, Madhaiyan, Wibowo, Mario, Lim, Chun Teck, Ma, Guang-Lei, Liang, Zhao-Xun, Kanagasundaram, Yoganathan, Ng, Siew Bee

“…Members of this genus have been isolated as endophytes from a wide range of host plants and also from plant debris within terrestrial and marine habitats, where they are thought to function as saprobes. …”
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Phylogenomic analysis of the plastid genome of the Peruvian purple maize zea mays subsp. mays cv. 'INIA 601' by Montenegro, Juan D., Julca, Irene, Chumbe-Nolasco, Lenin D., Rodríguez-Pérez, Lila M., Panizo, Ricardo Sevilla, Medina-Hoyos, Alicia, Gutiérrez-Reynoso, Dina L., Guerrero-Abad, Juan Carlos, Guerra, Carlos A. Amasifuen, García-Serquén, Aura L.

“…Peru is an important center of diversity for maize; its different cultivars have been adapted to distinct altitudes and water availability and possess an array of kernel colors (red, blue, and purple), which are highly appreciated by local populations. …”
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Hot-carrier physics of transition-metal carbides and nitrides: insight from electronic structure by Liu, Tingting, Hu, Jun, Luo, Yu, Li, Xiaofeng

“…Hot-carrier photodetectors have been extensively studied in recent years, but still exhibit particularly low efficiencies. …”
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Multiscale topological indices for the quantitative prediction of SARS CoV-2 binding affinity change upon mutations by Bi, Jialin, Wee, JunJie, Liu, Xiang, Qu, Cunquan, Wang, Guanghui, Xia, Kelin

“…As far as we know, this is the first time multiscale topological indices have been used in the quantitative analysis of protein-protein interactions.…”
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Mercury: an automated remote side-channel attack to Nvidia deep learning accelerator by Yan, Xiaobei, Lou, Xiaoxuan, Xu, Guowen, Qiu, Han, Guo, Shangwei, Chang, Chip Hong, Zhang, Tianwei

“…DNN accelerators have been widely deployed in many scenarios to speed up the inference process and reduce the energy consumption. …”
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Phonon stability boundary and deep elastic strain engineering of lattice thermal conductivity by Shi, Zhe, Tsymbalov, Evgenii, Shi, Wencong, Barr, Ariel, Li, Qingjie, Li, Jiangxu, Chen, Xing-Qiu, Dao, Ming, Suresh, Subra, Li, Ju

“…However, a general scientific framework to guide the design of engineering materials through such elastic strain engineering (ESE) has not yet been developed. By combining first-principles calculations with ML, we present here a general approach to map out the entire phonon stability boundary in six-dimensional strain space, which can guide the ESE of a material without phase transitions. …”
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Improved thermoelectric efficiency of Sb2Si2Te6 through yttrium-induced nanocompositing by Saglik, Kivanc, Tan, Xian Yi, Dong, Jinfeng, Suwardi, Ady, Wang, Xizu, Xu, Jianwei, Zhu, Qiang, Liu, Hongfei, Cao, Jing, Yan, Qingyu

“…However, its widespread use has been limited by relatively low power factor values. …”
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The January 11, 2018, Mw 6.0 Bago-Yoma, Myanmar earthquake : a shallow thrust event within the deforming Bago-Yoma range by Fadil, Wardah, Lindsey, Eric Ostrom, Wang, Yu, Maung, Phyo Maung, Luo, Heng, Swe, Tint Lwin, Tun, Pa Pa, Wei, Shengji

“…The seismic hazard posed by these active faults has been increasing with the development of infrastructure such as dams within the BYR. …”
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Chromosome-level genome assembly of the diploid blueberry Vaccinium darrowii provides insights into its subtropical adaptation and cuticle synthesis by Cui, Fuqiang, Ye, Xiaoxue, Li, Xiaoxiao, Yang, Yifan, Hu, Zhubing, Overmyer, Kirk, Brosché, Mikael, Yu, Hong, Salojärvi, Jarkko

“…Vaccinium darrowii is a subtropical wild blueberry species that has been used to breed economically important southern highbush cultivars. …”
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Hydroxyapatite nanoparticles-cell interaction: new approaches to disclose the fate of membrane-bound and internalised nanoparticles by Bonany, Mar, Pérez-Berná, Ana Joaquina, Dučić, Tanja, Pereiro, Eva, Martin-Gómez, Helena, Mas-Moruno, Carlos, van Rijt, Sabine, Zhao, Zhitong, Espanol, Montserrat, Ginebra, Maria-Pau

“…Hydroxyapatite nanoparticles are popular tools in bone regeneration, but they have also been used for gene delivery and as anticancer drugs. …”
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Choice of DLVO approximation method for quantifying the affinity between latex particles and membranes by Lay, Huang Teik, Ong, Chi Siang, Wang, Rong, Chew, Jia Wei

“…However, disagreements between membrane fouling extent and the interaction energies derived from DLVO or XDLVO models have been reported, which suggests gaps in the understanding. …”
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Exploring the ability of stroke survivors in using the contralesional hemisphere to control a brain-computer interface by Mansour, Salem, Giles, Joshua, Ang, Kai Keng, Nair, Krishnan P. S., Phua, Kok Soon, Arvaneh, Mahnaz

“…Brain-computer interfaces (BCIs) have recently been shown to be clinically effective as a novel method of stroke rehabilitation. …”
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