High-Throughput Extraction of Phase–Property Relationships from Literature Using Natural Language Processing and Large Language Models by Montanelli, Luca, Venugopal, Vineeth, Olivetti, Elsa A., Latypov, Marat I.

“…Our framework includes transformer-based and large language models to identify sentences with phase-property information in papers, recognize phase and property entities, and extract phase-property relationships and their “sentiment.” …”
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From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models by Englhardt, Zachary, Ma, Chengqian, Morris, Margaret E., Chang, Chun-Cheng, Xu, Xuhai "Orson", Qin, Lianhui, McDuff, Daniel, Liu, Xin, Patel, Shwetak, Iyer, Vikram

“…To address these challenges, we pioneer the exploration of large language models (LLMs) to synthesize clinically relevant insights from multi-sensor data. …”
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Electrostatic microfiltration (EM) enriches and recovers viable microorganisms at low-abundance in large-volume samples and enhances downstream detection by Liu, Yaoping, Raymond, Joshua J, Wu, Xiaolin, Chua, Patrina Wei Lin, Ling, Sharon Yan Han, Chan, Chia Ching, Chan, Cheryl, Loh, Joanne Xin Yi, Song, Melody Xing Yen, Ong, Matilda Yu Yan, Ho, Peiying, Mcbee, Megan E, Springs, Stacy L, Yu, Hanry, Han, Jongyoon

“…Therefore, there is a critical need for sample preparation that can enrich low-abundance pathogens from complex and large-volume samples. This study develops an efficient electrostatic microfiltration (EM)-based sample preparation technique capable of processing ultra-large-volume (≥500 mL) samples at high throughput (≥10 mL min−1). …”
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Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network by Asif, M. T., Oran, A., Fathi, E., Xu, M., Dhanya, M. M., Mitrovic, N., Jaillet, P., Dauwels, Justin, Goh, Chong Yang

“…We propose a robust and scalable method using v-SVR to tackle the problem of speed prediction of a large heterogeneous road network. The traditional performance measures such as mean absolute percentage error (MAPE) and root mean square error (RMSE) provide little insight into spatial and temporal characteristics of prediction methods for a large network. …”
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Multiscale virtual particle based elastic network model (MVP-ENM) for normal mode analysis of large-sized biomolecules by Xia, Kelin

“…With this model, large-sized biomolecular structures can be coarse-grained into virtual particles such that a balance between model accuracy and computational cost can be achieved. …”
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Large-scale flow measurements and analysis for radial inlets of industrial centrifugal compressors based on multi-hole probe system by Han, Fenghui, Wang, Zhe, Mao, Yijun, Zhang, Yiyun, Tan, Jiajia

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Fabrication of large-area ordered Au nano-ring arrays for the electrochemical removal and sensing of rhodamine 6G molecules by Cao, Xun

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Simultaneous implementation of enhanced resolution and large dynamic range for fiber temperature sensing based on different optical transmission mechanisms by Ni, Wenjun, Lu, Ping, Fu, Xin, Sun, Handong, Shum, Perry Ping, Liao, Hao, Jiang, Xinyue, Liu, Deming, Yang, Chunyong, Zhang, Jiangshan, Lian, Zhengang

“…In this paper, a high resolution and large dynamic range fiber optic temperature sensor without measurement crosstalk has been proposed. …”
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Empirical evidence on the global minimum tax: what is a critical mass and how large is the substance‐based income exclusion? by Devereux, MP, Paraknewitz, J, Simmler, M

Combining detection dogs and camera traps improves minimally-invasive population monitoring for the cheetah, an elusive and rare large carnivore by Verschueren, S, Hofmann, T, Schmidt-Küntzel, A, Kakove, M, Munyandi, B, Bauer, H, Balkenhol, N, Leirs, H, Neumann, S, Cristescu, B, Marker, L

“…Monitoring large carnivores is imperative for conservation planning, but is difficult due to their elusive behavior and natural rarity. …”

Indicators of global climate change 2022: annual update of large-scale indicators of the state of the climate system and human influence by Forster, PM, Smith, CJ, Walsh, T, Lamb, WF, Lamboll, R, Hauser, M, Ribes, A, Rosen, D, Gillett, N, Palmer, MD, Rogelj, J, von Schuckmann, K, Seneviratne, SI, Trewin, B, Zhang, X, Allen, M, Andrew, R, Birt, A, Borger, A, Boyer, T, Broersma, JA, Cheng, L, Dentener, F, Friedlingstein, P, Gutiérrez, JM, Gütschow, J, Hall, B, Ishii, M, Jenkins, S, Lan, X, Lee, J-Y, Morice, C, Kadow, C, Kennedy, J, Killick, R, Minx, JC, Naik, V, Peters, GP, Pirani, A, Pongratz, J, Schleussner, C-F, Szopa, S, Thorne, P, Rohde, R, Rojas Corradi, M, Schumacher, D, Vose, R, Zickfeld, K, Masson-Delmotte, V, Zhai, P

Llama2 self-improvement using memory-of-thought by Dong, Yuxiu

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Impact of information and communication technology on B2B organizational business models : a case study of XYZ container line's business model change by Ang, Lay Koon

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The evaluation of blast resistance and submergence tolerance of new breeding rice (Oryza sativa L.) lines developed through 4-way marker-assisted breeding by Selvia Dewi Pohan, Noor Liyana Sukiran, Nur Sakinah Mohd Yusri, Shakirah Mohammad Nahar, Jamsari, Jamsari, Noraziyah Abd Aziz Shamsudin

“…This study aimed to create new rice lines with a strong resistance to blast disease and a high tolerance to submergence. …”
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A robust autonomous sliding-mode control of renewable DC microgrids for decentralized power sharing considering large-signal stability by Li, Xiangke, Wang, Minghao, Dong, Chaoyu, Jiang, Wentao, Xu, Zhao, Wu, Xiaohua, Jia, Hongjie

“…The proposed control guarantees the global system's large-signal stability by ensuring the local stability of an individual converter, offering a simple yet effective stable coordinative solution. …”
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Spinel Co3O4 nanomaterials for efficient and stable large area carbon-based printed perovskite solar cells by Bashir, Amna, Shukla, Sudhanshu, Lew, Jia Haur, Shukla, Shashwat, Bruno, Annalisa, Gupta, Disha, Baikie, Tom, Patidar, Rahul, Akhter, Zareen, Priyadarshi, Anish, Mathews, Nripan, Mhaisalkar, Subodh Gautam

“…This indicates that Co3O4 is a promising interlayer for efficient and stable large area carbon PSCs.…”
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The role of supply chains for the sustainability transformation of global food systems: a large‐scale, systematic review of food cold chains by Trotter, PA, Becker, T, Renaldi, R, Wang, X, Khosla, R, Walther, G

“…While much of the recent academic discussion has focused on food production and consumption, food supply chains have received considerably less attention. Here, we conduct a large-scale, systematic literature review of 48,014 academic articles to assess the links between the food cold chain literature and sustainable development. …”

Implementation of a novel distributed traffic light scheduling strategy in a large scale urban traffic network simulated by VISSIM by Yeo, Terence Zhen Hong

“…Results showed that the traffic scheduling strategy is effective in reducing queue delay times for links with the higher traffic volume. Future work would be required to implement the strategy in the large scale urban simulation model.…”
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Measurement of the polarisation of W bosons produced with large transverse momentum in pp collisions at √𝑠 = 7 with the ATLAS experiment TeV by Aad, G., Abbott, B., Abdallah, J., Abdelalim, A. A., Abdesselam, A., Abdinov, O., Abi, B., Abolins, M., AbouZeid, O. S., Abramowicz, H., Abreu, H., Acerbi, E., Acharya, B. S., Adamczyk, L., Adams, D. L., Addy, T. N., Adelman, J., Aderholz, M., Adomeit, S., Adragna, P.

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The Impact of Large-Scale Social Media Advertising Campaigns on COVID-19 Vaccination: Evidence from Two Randomized Controlled Trials by Ho, Lisa, Breza, Emily, Banerjee, Abhijit, Chandrasekhar, Arun G., Stanford, Fatima C., Fior, Renato, Goldsmith-Pinkham, Paul, Holland, Kelly, Hoppe, Emily, Jean, Louis-Maël, Ogbu-Nwobodo, Lucy, Olken, Benjamin A., Torres, Carlos, Vautrey, Pierre-Luc, Warner, Erica, Duflo, Esther, Alsan, Marcella

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