Challenges in using ChatGPT to code student's mistakes by Christoph Ableitinger, Christian Dorner

“…The study employed a two-phase approach using a dataset of handwritten student solutions of a system of linear equations: first, ChatGPT was trained using student solutions that were rewritten by one of the authors to ensure consistency in handwriting style; its performance was then tested with additional solutions, also in the same handwriting. …”
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TIME SERIES MODEL WITH LONG SHORT-TERM MEMORY EFFECT FOR GREENHOUSE GAS ESTIMATION IN INDONESIA by Ridho Saputra, Alvi Khairin Nisa, Nia Ramadhani, Mawanda Almuhayar, Dodi Devianto

“…Time series models such as the Autoregressive Integrated Moving Average (ARIMA) model are often used but have drawbacks due to their assumption of linear relationships. On the other hand, the Long Short-Term Memory (LSTM) model, introduced by Hochreiter and Schmidhuber in 1997, can learn complex and nonlinear relationships in data. …”
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The Economics of Laurel Harvesting: Socio-Economic Drivers of Non-Timber Forest Product Utilization in Rural Southern Türkiye by Hasan Emre Ünal

“…Principal component analysis (PCA), Sperman’s correlation analysis, and multiple linear regression modeling were conducted to analyze the relationships between socio-economic factors and laurel harvesting. …”
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Investigation on temperature characteristics of high voltage cable joints by Xu Yong, Zhou Xin, Zhu Ke, Teng Feiyue

“…The joint temperature exhibited a linear rise with an increasing proportion of air. …”
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Data curation of extracellular enzyme activity spectrophotometric or fluorometric data by Niels Gudmand Christiansen, Paul Iturbe-Espinoza, Rumakanta Sapkota, Anne Winding

“…During data analyses, we experienced outlier time-point measurements and samples deviating from a linear development. However, we lacked a satisfying method for curating these data, and our goal is to provide a standardized and transparent method for data curation of EEA data. …”
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Accelerometer-derived physical activity and mortality in individuals with type 2 diabetes by Zhi Cao, Jiahao Min, Han Chen, Yabing Hou, Hongxi Yang, Keyi Si, Chenjie Xu

“…We observe L-shaped associations of longer duration of PA, regardless of PA intensity, with risks of all-cause and cancer mortality, as well as a negatively linear association with cardiovascular disease mortality. 18.8%, 28.0%, and 31.1% of deaths are attributable to the lowest level of light-intensity PA, moderate-intensity PA, and vigorous-intensity PA, respectively. …”
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Complexation reaction with Sm(III): a facile spectrophotometric quantification of daunorubicin in pharmaceutical preparation and biological fluids by Basima A. A. Saleem

“…The proposed method demonstrated a significant linear relationship between absorbance and daunorubicin concentration in the range of 1–48 µg/mL, with a correlation coefficient of 0.9974. …”
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The impact of smallholder farmers’ knowledge on climate change adaptation on food security in Tanzania by Tukae Mbegalo, Theobald Frank Theodory, Felichesmi Lyakurwa

“…Both qualitative and quantitative methods were applied, including the Generalised Linear Model to assess the effects of climate change on food security. …”
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Research on the Sharing Control Method of Anemometer Based on Wind Direction Correlation Coefficient of Wind Turbine by WEN Kun, WAN Yubin, HU Kaikai, ZHANG Jiayou, CHEN Ya'nan, LI Kecheng

“…Finally, according to the given control strategy, the wind farm SCADA sharing module extracts the wind direction sequence of the shared wind turbine group, calculates the shared wind direction sequence by using the linear regression method, and shares the sequence to the defective wind turbine to realize short-term obstacle avoidance operation. …”
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Differential Diagnostics of Toxic Epidermal Necrolysis (Lyell’s Syndrome) in ICU: Case Reports by Yu. V. Molochkova, Zh. S. Philippovskaya, А. G. Kupriyanova, E. V. Mitina, O. V. Karzanov, T. E. Sukhova, M. S. Petrova, E. V. Chernyaeva

“…The immunomorphological evaluation of skin specimen obtained from the patient with a torpid form of TEN showed linear IgG fixation in the intercellular space of stratum basale, stratum spinosum and stratum granulosum and C3 fixation in the intercellular space of stratum basale.Conclusion. …”
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The Fault-Tolerant Control Strategy for the Steering System Failure of Four-Wheel Independent By-Wire Steering Electric Vehicles by Qianlong Han, Chengye Liu, Jingbo Zhao, Haimei Liu

“…The front wheel controller predicts the necessary steering angle in accordance with a linear model and addresses the requirements of the front wheels and additional torque. …”
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Beyond Classical AI: Detecting Fake News with Hybrid Quantum Neural Networks by Volkan Altıntaş

“…The experimental results demonstrate that the HQDNN achieves a superior recall performance—92.58% with TF-IDF and 94.40% with DistilBERT—surpassing traditional machine learning models such as Logistic Regression, Linear SVM, and Multilayer Perceptron. Additionally, we compare the HQDNN with SetFit, a recent CPU-efficient few-shot transformer model, and show that while SetFit achieves higher precision, the HQDNN significantly outperforms it in recall. …”
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PENGARUH COACH LEADERSHIP TERHADAP MOTIVASI DAN ACHIEVEMENT ATLET BOLA BASKET UNIVERSITAS SWASTA DI SURABAYA by Evelin Melianawati Gunawan, Auditia Setiobudi

“…Data analysis method in this research uses multiple linear regression analysis by using SPSS help. The total sample in this research is 83 student respondents who are joined in basketball team of the private Universities in Surabaya. …”
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ACSL5 mediates macrophage infiltration and lipid metabolism in erythrotelangiectasia rosacea via potential pathogenic mechanisms and therapeutic targets by Xiaoxia Ding, Youxia Xi, Yeyu Sheng, Yibin Fan, Yong Yu

“…Support vector machine (SVM), linear regression analyses and network analysis revealed ACADVL and ACSL5 as potential therapeutic targets. …”
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Mitigation of Reverse Power Flows in a Distribution Network by Power-to-Hydrogen Plant by Fabio Massaro, John Licari, Alexander Micallef, Salvatore Ruffino, Cyril Spiteri Staines

“…In mitigating these phenomena, Power-to-Gas plants can make an important contribution. In this paper, a linear optimisation study is presented for the sizing of a Power-to-Hydrogen plant consisting of a PEM electrolyser, a hydrogen storage system composed of multiple compressed hydrogen tanks, and a fuel cell for the eventual reconversion of hydrogen to electricity. …”
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Effect of Experimental Blocking on the Suppression of Spatial Dependence Potentially Attributable to Physicochemical Properties of Soils by Aquiles E. Darghan, Giovanni Reyes, Carlos A. Rivera, Edwin F. Grisales

“…Blocking has a mitigating or suppressing effect on the spatial dependence in the residuals of a model, something desirable in standard linear modeling, specifically in design models. Some computer programs yield a p value associated with the blocking effect in the analysis of variance table that in many cases has been incorrectly used to discard it, and although it may improve some properties of the analysis, it may affect the independence assumption required in several models. …”
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Irreversibility analysis of bioconvective Walters’ B nanofluid flow over an electromagnetic actuator with Cattaneo-Christov model by K. Loganathan, Prasun Choudhary, S. Eswaramoorthi, K. Senthilvadivu, Reema Jain

“…It highlights the incorporation of non-linear thermal radiation, and velocity slip boundary conditions, along with the thermophoresis and Brownian motion repercussions. …”
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Sensitivity and Noise Analysis of Resonant All-Fiber Optic Current Transformers by Zhiguo Jiang, Lixi Zhang, Guozhong Wang, Lijun Jin

“…The non-ideal characteristics of fiber quarter-waveplate and the residual linear birefringence of spun fiber mainly affect the scale factor of the resonant AFOCT. …”
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Hybrid State Variable Incremental Integral for Reconstructing Extreme Multistability in Memristive Jerk System with Cubic Nonlinearity by Mo Chen, Yang Feng, Han Bao, Bocheng Bao, Huagan Wu, Quan Xu

“…With this method, the extreme multistability in a four-dimensional (4D) memristive jerk system with cubic nonlinearity is successfully reconstituted in a three-dimensional (3D) model and the divergent state variables are eliminated through ingenious linear state variable mapping. Thus, mechanism analysis and physical control of the special extreme multistability can readily be performed. …”
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Functionality features of the RMS-R3 system in the third physics run of the LHCb experiment by S. B. Chernyshenko, V. M. Dobishuk, V. M. Pugatch

“…An important functional characteristic of this system is the observation of luminosity stability over a wide dynamic range, which in its upper limit provides a linear response at ten times the nominal luminosity. …”
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