On the estimation of inverse-probability-of-censoring weights for the evaluation of survival prediction error. by Thomas Prince, Andrea Bommert, Jörg Rahnenführer, Matthias Schmid

“…The established paradigm of splitting a dataset into a training and a test set for model fitting and evaluation raises the question which of these datasets to use in order to fit the censoring model. …”
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Predictive learning as the basis of the testing effect by Haopeng Chen, Cathy Hauspie, Kate Ergo, Cristian Buc Calderon, Tom Verguts

“…Three behavioral experiments (N = 80, 81, 62) showed robust testing effects when feedback was provided. Model fitting (of 10 different models) suggested that only models incorporating predictive learning can account for the breadth of data associated with the testing effect. …”
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Kinetic Analysis of the Reaction between Tannic Acid (TA) and L-Lysine Diisocyanate (LDI) Systems by Ali Karbasi, Reza Darvishi, AmirHossein Enayati Gerdroodbar, Ghasem Payam

“…The results of the combination of the model-free method and model-fitting approach exhibited that the reaction mechanism was an autocatalytic type, implying the autocatalytic effect of the urethane groups formed during the reaction. …”
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Generating multi-scale Li-ion battery cathode particles with radial grain architectures using stereological generative adversarial networks by Lukas Fuchs, Orkun Furat, Donal P. Finegan, Jeffery Allen, Francois L. E. Usseglio-Viretta, Bertan Ozdogru, Peter J. Weddle, Kandler Smith, Volker Schmidt

“…Here, we present a stereological generative adversarial network-based model fitting approach to tackle this, that generates representative 3D information from 2D data, enabling characterization of materials in 3D using cost-effective 2D data. …”
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Data-driven score tuning for ChooseLD: A structure-based drug design algorithm with empirical scoring and evaluation of ligand–protein docking predictability by Akihiro Masuda, Daichi Sadato, Mitsuo Iwadate

“…Furthermore, addressing partial model fitting with database knowledge was demonstrated to be effective in overcoming this challenge. …”
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Kinetics of oil palm empty fruit bunch fiber pyrolysis by Bashar Abdullahi Hadi, Abdullahi Muhammad Sokoto, Aminu Bayawa Muhammad, Yahaya Alhassan, Chika Muhammad

“…A one-step global model was used to study the dynamics of the EFB fiber using the Coats and Redfern (CR) model-fitting kinetics technique. The non-isothermal iso-conversional methods of Friedman (FD), Kissinger-Akahira-Sunose (KAS), and Flynn-Wall-Ozawa (FWO) were also examined. …”
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Removal of boron from wastewaters using valonia-tannin-based biosorbent produced via spray drying by Nalan Erdol-Aydin, Serhat Sezer, Berk Esin, Gulhayat Nasun-Saygili

“…Adsorption kinetics were explored using pseudo-first-order, pseudo-second-order, Elovich, first-order, second-order, and intraparticle diffusion models, with the pseudo-second-order kinetic model fitting the data effectively. The negative values of Δ G ° at all temperatures indicated the spontaneous nature of boron adsorption on the tannin resin, and the positive value of Δ H ° suggested the endothermic nature of adsorption. …”
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Electrochemical Impedance Spectroscopy-Based Characterization and Modeling of Lithium-Ion Batteries Based on Frequency Selection by Yuechan Xiao, Xinrong Huang, Jinhao Meng, Yipu Zhang, Vaclav Knap, Daniel-Ioan Stroe

“…When comparing the models at these three frequencies, it was found that the model fitting accuracy is highest at 20 Hz, making it applicable across a wide range of temperatures and SOCs. …”
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Revealing the Influence Mechanism of Urban Built Environment on Online Car-Hailing Travel considering Orientation Entropy of Street Network by Sai Wang, Jianjun Wang, Weijia Li, Jialin Fan, Mingyu Liu

“…The results show that the model fitting considering the OO is the best in the above three cases, and the OO has a significant impact on DiDi travel compared with the RD in this study, which verifies the rationality and necessity of selecting the OO in this study. …”
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Equilibrium and kinetic study for the adsorption of p-nitrophenol from wastewater using olive cake based activated carbon by N.T. Abdel-Ghani, E.S.A. Rawash, G.A. El-Chaghaby

“…The results revealed that the Temkin equilibrium model is the best model fitting the experimental data (R2=0.944). The results of the present study proved the efficiency of using olive cake based activated carbon as a novel adsorbent for the removal of nitrophenol from aqueous solution.…”
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Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms by Jesus Martínez-Gómez, Miguel Martínez del Horno, Manuel Castillo-Cara, Víctor Manuel Brea Luján, Luis Orozco Barbosa, Ismael García-Varea

“…We then make use of RANdom SAmple Consensus paradigm: a robust model-fitting mechanism capable of smoothing the data captured during the space survey. …”
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Effect of water vapor on the reduction kinetics of hematite powder by hydrogen-water vapor in different stages by Mao X.-D., Hu X.-J., Fan Y.-W., Chou K-.C.

“…Various models were considered to further clarify the influence of water vapor in the reduction stage The range of apparent activation energy of the different stages obtained by the model fitting was about 20-70 kJ/mol, which also confirmed the absence of the solid-state diffusion phenomenon.…”
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Statistical Evaluation of Non-Linear Parameter Estimation Procedures for Adsorption Equilibrium Models by Guilherme Ozorio Cassol, Roger Gallon, Marcio Schwaab, Elisa Barbosa-Coutinho, João B. Severo Júnior, José Carlos Pinto

“…Although linear parameter estimation procedures can be used for model fitting, through transformation of available experimental data and model parameters, non-linear parameter estimation procedures lead to more reliable results and allow for direct comparison of results obtained with different adsorption equilibrium models. …”
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Inferring the energy cost of resistance to parasitic infection and its link to a trade-off by Frédéric Douhard, Carole Moreno-Romieux, Andrea B. Doeschl-Wilson

“…Conclusions Our mechanistic model fitting to experimental data provides novel insights into the link between energy costs and reallocation due to induced resistance within-individual, and trade-offs among individuals of selected lines. …”
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Predicting Crown-width of Dominant Trees on Teak Plantation from Clonal Seed Orchards in Ngawi Forest Management Unit, East Java by Ronggo Sadono

“…The measurement data were then sorted into two parts, namely: mostly for model fitting and the remaining for model validation. …”
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Potential for eliminating COVID-19 in Thailand through third-dose vaccination: A modeling approach by Pannathon Kreabkhontho, Watchara Teparos, Thitiya Theparod

“…Parameter estimation and model fitting were conducted using real-world data from COVID-19 patients in Thailand, enabling the simulation of epidemic scenarios and the exploration of optimal vaccination rates. …”
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ICESat-2 Reveals Accelerated Global Glacier Mass Loss Except Alaska From 2019 to 2023 by Yubin Fan, Lanhua Luo, Chang-Qing Ke, Genyu Wang

“…The estimation of the worldwide glacier mass balance between 2019 and 2023 was accomplished through the utilization of ICESat-2 ATL06 data by employing a quadratic surface model fitting approach. Glaciers have a mass change of −331.68 ± 59.07 Gt/yr during this four-year span, which can be equivalated to a sea level rise of 0.916 ± 0.163 mm/yr. …”
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Removal of Nitrate Nitrogen in Groundwater by Attapulgite Loaded with Nano-Zero-Valent Iron by Yangyang Zhang, Yunfeng Tan, Bo Zu, Xiaotian Zhang, Chunli Zheng, Zishen Lin, Fei He, Kejun Chen

“…The adsorption kinetic model fitting results indicated that the chemisorption of electron exchange between ATP and nZVI in NO3-N removal was the main rate-limiting step in the reaction. …”
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The preference for surprise in reinforcement learning underlies the differences in developmental changes in risk preference between autistic and neurotypical youth by Motofumi Sumiya, Kentaro Katahira, Hironori Akechi, Atsushi Senju

“…Furthermore, we validated the results of model fitting with multiple methods, model recovery, parameter recovery, and posterior predictive check. …”
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Analysis of the Pyrolysis Kinetics, Reaction Mechanisms, and By-Products of Rice Husk and Rice Straw via TG-FTIR and Py-GC/MS by Li Lin, Yang E, Qiang Sun, Yixuan Chen, Wanning Dai, Zhengrong Bao, Weisheng Niu, Jun Meng

“…The results of the model-fitting method indicated that the diffusion model is the most appropriate for describing the pseudo-hemicellulose reaction. …”
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