Prediction of international rice production using long short- term memory and machine learning models by Arya, Suraj, Anju, ., Nor Azuana, Ramli

“…A total of nine ML and one DL models are trained and tested on the international dataset, which contains the rice production details of 192 countries over the last 62 years. Notably, linear regression and the LSTM algorithm predict rice production with the highest percentage of R-squared (R 2), 98.40% and 98.19%, respectively. …”
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Global research trend of sustainable transport in response to energy efficiency: A bibliometric analysis by Maryam Jamilah, Asha’ari, Salina, Daud, Kasavan, Saraswathy, Wan Mohammad Taufik, Wan Abdullah, Siti Indati, Mustapa, Rajadurai, Jegatheesan, Nurul Nadiah, Ahmad, Wan Noordiana, Wan Hanafi, Siti Norhidayah, Toolib, Mohamed Azrin, Mohamed Ali

“…A bibliometric analysis was conducted to explore the global research trends to determine the state-of-the-art sustainable transport linked to energy efficiency over the past 21 years. The Web of Science (WoS) database was searched to explore the research related to sustainable transport in response to energy efficiency from 2002 to 2022, resulting in the identification of 2,884 articles. …”
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Analysis of mismatch power loss and degradation in aged PV modules and arrays: Insights from an indoor experimental investigation by Islam, Md. Imamul, Al Mansur, Ahmed, Mohd Shawal, Jadin, Maruf, Md Hasan, Shihavuddin, Asm S.M.

“…Moreover, in the analysis of PV module degradation, Mono 1 was found to be the most degraded panel (0.344) among the four panels that were exposed outside for 10 years. These results emphasize the need to address irradiance and ageing in solar energy systems by stressing their negative impacts on power degradation and MML in PV modules and arrays.…”
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Interplanetary space weather effects on Lunar Reconnaissance Orbiter avalanche photodiode performance. by Clements, E. B., Carlton, A. K., Joyce, C. J., Schwadron, N. A., Spence, H. E., Sun, X., Cahoy, K.

“…We did not find any evidence to support radiation as the cause of changes in detector threshold voltage during radiation storms, both for transient detector noise and long-term average detector noise, suggesting that the approximately 1.3 cm thick shielding (a combination of titanium and beryllium) of the LOLA detectors is sufficient for SiAPDs on interplanetary missions with radiation environments similar to what the LRO experienced (559 cGy of radiation over 4 years).…”
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Telemetry Fault-Detection Algorithms: Applications for Spacecraft Monitoring and Space Environment Sensing by Carlton, Ashley, Morgan, Rachel, Lohmeyer, Whitney, Cahoy, Kerri

“…In two satellites, the same top event date (4 December 2008) occurs over more than 10 years of telemetry from both satellites. Of the five spacecraft with known maneuvers, the algorithms identify the maneuvers in all cases. …”
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Network Dynamics of a Financial Ecosystem by Somin, Shahar, Altshuler, Yaniv, Gordon, Goren, Pentland, Alex, Shmueli, Erez

“…Consequently, in recent years research efforts have been directed towards modeling the structure and dynamics of the underlying networks of financial ecosystems. …”
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Harnessing Geothermal Energy Potential from High-Level Nuclear Waste Repositories by Sarsenbayev, Dauren, Zheng, Liange, Ermakova, Dinara, Sharipov, Rashid, Wainwright, Haruko M.

“…Our results demonstrate the feasibility of employing the organic Rankine cycle (ORC) to generate approximately 108 kWe per HLW canister 30 years after emplacement and a heat pump system to produce 81 kWth of high-potential heat per canister for HVAC purposes within the same timeframe. …”
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Gender systems in the Putin autocracy by Wood, Elizabeth A.

“…Over the last 23 years, Russian President Vladimir Putin’s autocracy has revealed a set of interlocking gender systems that have come to the fore particularly vividly since the full-scale invasion of Ukraine on February 24, 2022. …”
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Autonomous kinetic modeling of biomass pyrolysis using chemical reaction neural networks by Ji, Weiqi, Richter, Franz, Gollner, Michael J, Deng, Sili

“…Most available kinetic models were built upon expert knowledge, which requires chemical insights and years of experience. This work presents a framework for autonomously discovering biomass pyrolysis kinetic models from thermogravimetric analyzer (TGA) experimental data using the recently developed chemical reaction neural networks (CRNN). …”
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No One Wants To Be A Parasitologist: The Shrinking Field of America's Least Favorite Animals by Richter, Hannah

“…At the same time parasite biodiversity faces shrinkage, the field of parasitology reckons with its own crisis: membership in the American Society of Parasitologists has declined by 76% in the past 50 years, and many of the world’s most important parasitologists are elderly or dead. …”
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The Impact of Process Replacement on Sheet Metal Product Design: The Use of Steel Extrusions Versus Formed Sheet Metal by Yuan, Chenyu

“…The findings demonstrate that maximizing the application of tube laser technology across a diverse range of channels and products can lead to significant cost savings, ranging from 49% to 79%, with a payback period of less than two years. Even under fluctuating raw material prices, the tube laser method remains economically advantageous. …”
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Beans to Bytes: Grey-Box Nonlinear System Identification Using Hybrid Physics-Neural Network Models by Pronk, Morgen

“…The advancement of neural networks in the last several years has yielded some astonishing results. However, the applicability to system identification and modelling dynamical systems still has a great amount of room for exploration. …”
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Explaining the spread in measurement of PDMS elastic properties: influence of test method and curing protocol by Varner, Hannah, Cohen, Tal

“…Taking advantage of the increased mechanical scrutiny afforded to SYLGARD 184 in recent years, we combine both published and new experimental data obtained using 9 mechanical test methods. …”
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A GPU-Enabled Building Block Flow Model for Computational Fluid Dynamics by Costa, Samuel Thomas

“…However, in order to move to a greater reliance on CFD, the industry requires a high level of accuracy and fast turnaround time, which current methods cannot deliver. In recent years, the rapid development of the GPU industry has led to an explosion of computational power with the GPU architecture. …”
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Principles and Guidelines for Evaluating Social Robot Navigation Algorithms by Francis, Anthony, P?rez-D'Arpino, Claudia, Li, Chengshu, Xia, Fei, Alahi, Alexandre, Alami, Rachid, Bera, Aniket, Biswas, Abhijat, Biswas, Joydeep, Chandra, Rohan, Chiang, Hao-Tien, Everett, Michael, Ha, Sehoon, Hart, Justin, How, Jonathan, Karnan, Haresh, Lee, Tsang-Wei, Manso, Luis, Mirsky, Reuth, Pirk, S?ren

“…While the field of social navigation has advanced tremendously in recent years, the fair evaluation of algorithms that tackle social navigation remains hard because it involves not just robotic agents moving in static environments but also dynamic human agents and their perceptions of the appropriateness of robot behavior. …”
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Application of a targeted-enrichment methodology for full-genome sequencing of Dengue 1-4, Chikungunya and Zika viruses directly from patient samples by Kamaraj, Uma Sangumathi, Tan, Jun Hao, Pan, Louise, Chawla, Tanu, Ong, Xin Mei, Uehara, Anna, Wang, Lin-Fa, Ooi, Eng Eong, Gubler, Duane J., Tissera, Hasitha, Ng, Lee Ching, Wilder-Smith, Annelies, de Sessions, Paola Florez, Barkham, Timothy, Anderson, Danielle E., Sessions, October Michael

“…The frequency of epidemics caused by Dengue viruses 1–4, Zika virus and Chikungunya viruses have been on an upward trend in recent years driven primarily by uncontrolled urbanization, mobility of human populations and geographical spread of their shared vectors, Aedes aegypti and Aedes albopictus. …”
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Review of patency rates between one-stage and two-stage brachial-basilic transposition arteriovenous fistulae creation in an asian population by Lo, Joseph Zhiwen, Yu, Hongyan, Huang, Baoxian, Yau, Joachim Wen Kien, Chandrasekar, Sadhana, Tan, Glenn Wei Leong

“…Results: In total, 103 BBT-AVFs were created in 86 patients (mean age, 61 years; men, 57%). The overall primary, assisted primary, and secondary patency rates at 12, 24, 36, and 48 months were 70%, 48%, 38%, and 35%; 86%, 70%, 62%, and 59%; and 90%, 77%, 70%, and 63%, respectively. …”
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Coseismic and postseismic slip of the 2005 Mw8.6 Nias‐Simeulue earthquake : spatial overlap and localized viscoelastic flow by Qiu, Qiang, Feng, Lujia, Hermawan, Iwan, Hill, Emma M.

“…We estimate the coseismic slip using near-field static GPS offsets, and vertical displacements based on satellite and coral data, while we estimate the afterslip simultaneously with viscoelastic flow using approximately nine years of GPS data following the event. With the current spatial resolution of our GPS network it is difficult to accurately resolve contributions from different postseismic mechanisms, that is, afterslip and viscoelastic relaxation from oceanic or continental mantle. …”
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Prospects of a multipolar international monetary order by Alam Md Whaheed

“…But in the last twenty-five years the US has been undergoing persistent current account deficit and external debts. …”
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Elucidating surface and bulk emission in 3D hybrid organic – inorganic lead bromide perovskites by Chi, Xiao, Leng, Kai, Wu, Bo, Shi, Dong, Choy, Yufong, Chen, Zhongxin, Chen, Zhihui, Yu, Xiaojiang, Yang, Ping, Xu, Qing-Hua, Sum, Tze Chien, Rusydi, Andrivo, Loh, Kian Ping

“…Three dimensional (3D) hybrid organic–inorganic lead halide perovskites (HOIP) have emerged in recent years as promising materials for a wide variety of optoelectronic applications. …”
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