Experiment and Analysis of Wedge Cutting Angle on Cutting Effect by Deqiang Yang, Xuguang Wang, Yinjun Wang, Huaming An, Zhen Lei

“…The polynomial fitting of cutting depth, blasting volume, blasting fragment, and cutting angle is carried out according to the experimental data, and the corresponding fitting formula is obtained. …”
Get full text

Sentinel‐1 Snow Depth Assimilation to Improve River Discharge Estimates in the Western European Alps by I. Brangers, H. Lievens, A. Getirana, G. J. M. De Lannoy

“…The performance with different precipitation forcing inputs, namely MERRA‐2 (with and without gauge based correction) and ERA5, was compared based on in situ precipitation and SD stations, with ERA5 leading to the best SD performance. The Sentinel‐1 based data assimilation (DA) results show small but systematic improvements for SD estimates, with the mean absolute error reducing from 36.4 cm for the open loop (OL) to 35.6 cm for the DA across all stations and timesteps, improving 318 out of 516 in situ sites. …”
Get full text

Adjacent Inputs With Different Labels and Hardness in Supervised Learning by Sebastian A. Grillo, Julio Cesar Mello Roman, Jorge Daniel Mello-Roman, Jose Luis Vazquez Noguera, Miguel Garcia-Torres, Federico Divina, Pedro Esteban Gardel Sotomayor

“…We analyzed the relation that NIV has to random data and overfitting. We then demonstrated that a threshold of NIV may determine if a classification model can generalize to unseen data. …”
Get full text

A 4D-EnKF Method via a Modified Cholesky Decomposition and Line Search Optimization for Non-Linear Data Assimilation by Elías D. Nino-Ruiz, Jairo Diaz-Rodriguez

“…Through Root Mean Square Error (RMSE) analysis, we demonstrate that the proposed method outperforms the 4D-MLEF across a range of ensemble sizes and observational network configurations, providing a robust and scalable solution for non-linear data assimilation in complex systems.…”
Get full text

A Deep Learning Method for Inversing 3D Temperature Fields Using Sea Surface Data in Offshore China and the Northwest Pacific Ocean by Xiangyu Wu, Mengqi Zhang, Qingchang Wang, Xidong Wang, Jian Chen, Yinghao Qin

“…The reconstruction error remains quite stable over time. Furthermore, an analysis is conducted on the temporal-spatial characteristics of some mesoscale eddies in the inversed temperature field. …”
Get full text

New strategies for probing $$B\rightarrow D^*\ell \bar{\nu }_\ell $$ B → D ∗ ℓ ν ¯ ℓ lattice and experimental data by M. Bordone, A. Jüttner

“…Abstract We present an analysis of the exclusive semileptonic decay $$B\rightarrow D^*\ell \bar{\nu }_\ell $$ B → D ∗ ℓ ν ¯ ℓ based on the Belle and Belle II data made public in 2023, combined with recent lattice-QCD calculations of the hadronic transition form factors by FNAL/MILC, HPQCD and JLQCD. …”
Get full text

NEURAL NETWORKS INTEGRATION INTO LEGAL RESOURCES FOR ANTI-СORRUPTION MEASURES IN INTERNATIONAL ECONOMIC CO-OPERATION by Oleksii Makarenkov

“…In this context, the composition, adequacy, classification, and other characteristics of financial data, as well as access rights and regulations governing the use of neural network analysis results, play a crucial role. …”
Get full text

High-Resolution Daily XCH₄ Prediction Using New Convolutional Neural Network Autoencoder Model and Remote Sensing Data by Mohamad M. Awad, Saeid Homayouni

“…The CNN-AE model demonstrated the highest accuracy in regional-scale analysis, achieving a Mean Absolute Error (MAE) of 28.48 ppb and a Root Mean Square Error (RMSE) of 30.07 ppb. …”
Get full text

Machine-learning-based reconstruction of long-term global terrestrial water storage anomalies from observed, satellite and land-surface model data by N. Mandal, P. Das, K. Chanda, K. Chanda

“…<p>Understanding long-term terrestrial water storage (TWS) variations is vital for investigating hydrological extreme events, managing water resources and assessing climate change impacts. However, the limited data duration from the Gravity Recovery and Climate Experiment (GRACE) and its follow-on mission (GRACE-FO) poses challenges for comprehensive long-term analysis. …”
Get full text

Bias and Variance Analysis of Contemporary Symbolic Regression Methods by Lukas Kammerer, Gabriel Kronberger, Stephan Winkler

Get full text

mbX: An R Package for Streamlined Microbiome Analysis by Utsav Lamichhane, Jeferson Lourenco

“…We validated mbX on 14 real microbiome datasets, demonstrating significant improvements in efficiency and consistency of post-processing of DNA sequence data. The results show that mbX ensures uniform taxonomic formatting, eliminates common manual errors, and quickly generates publication-ready figures, greatly facilitating downstream analysis. …”
Get full text

Study on the Spatiotemporal Evolution of Evapotranspiration and the Integration of Multi-Source Data in the Water Source Area of the Middle Route of the South-to-North Water Transf... by Shaobo Liu, Dayang Wang, Mengjiao Wu, Yanyu Ma, Zhimin Yang, Xianliang Liu

“…These datasets are analyzed for spatiotemporal evolution and data fusion using Mann–Kendall analysis, Sen’s Slope analysis, and Extended Triple Collocation (ETC). …”
Get full text

An Analysis of Variance of the Pantheon+ Dataset: Systematics in the Covariance Matrix? by Ryan E. Keeley, Arman Shafieloo, Benjamin L’Huillier

Get full text

Beyond diagnostic connectivity: Leveraging digital health technology for the real-time collection and provision of high-quality actionable data on infectious diseases in Uganda. by Dennis Mujuni, Julius Tumwine, Kenneth Musisi, Edward Otim, Maha Reda Farhat, Dorothy Nabulobi, Nyombi Abdunoor, Arnold Kennedy Tumuhairwe, Marvin Derrick Mugisa, Denis Oola, Fred Semitala, Raymond Byaruhanga, Stavia Turyahabwe, Moses Joloba

“…Maintaining stakeholder engagement at the clinical level is key for sustaining diagnostic data connectivity. The locally developed diagnostic connectivity solution as a digital health technology offers the chance to collect high-quality data on a number of parameters for disease control, including error analysis, thereby strengthening the quality of data from the networked diagnostic sites to relevant stakeholders.…”
Get full text

Difficult diagnosis. Clinical analysis of pneumonia overdiagnosis case by Pertseva T.A., Kyreyeva T.V., Kravchenko N.K.

Get full text

An empirical model for root cause analysis in the audit profession by Wendy Groot, Caroline Meertens, Tom Winkelaar

“…Audit firms conduct root cause analysis (RCA) to learn from errors and enhance future processes. …”
Get full text

Analysis of a modern method for calibrating resistance thermometers by Ismoilov Muhriddin, Rakhimov Anvarjon, Abjalilov Ozodjon, Ravshanov Farrux, Qalandarov Alisher

“…The purpose of calibration is to compare the instrument’s readings with standard values and identify its errors. Traditional methods are often time- consuming and dependent on human factors. …”
Get full text

Test and Analysis for Shearing Behavior of Circular CFST Columns by Hiroyuki Nakahara, Kazuhiro Uchida, Yuto Yanai

“…The load versus deformation relations obtained by the tests were well traced by 3D-FEM analysis. The shearing capacities were estimated as an average of 12% errors using 3D-FEM analysis.…”
Get full text

A comparison between the self-report of chronic cardiovascular diseases with health insurance data: insights from the population-based LIFE-Adult study by Samira Zeynalova, Peter Worringen, Stefan Bassler, Anja Martin, Katrin Czech, Lars Greulich, Matthias Reusche, Ute Enders, Nigar Reyes, Maryam Yahiaoui-Doktor, Matthias Collier, Markus Loeffler, Tina Stegmann

“…The verification of self-reported diagnoses using health insurance data as an additional data source may be considered in future population-based assessments to reduce misclassification error of self-reported data.…”
Get full text

Novel approaches in prediction of tensile strain capacity of engineered cementitious composites using interpretable approaches by Alahmari Turki S., Farooq Furqan

“…Validation via K-fold confirms that models perform by showing fewer errors and a greater correlation of determination. …”
Get full text