Anomaly detection in multidimensional time series for water injection pump operations based on LSTMA-AE and mechanism constraints by Mei Wang, Xinyuan Zhu, Guangyue Zhou, Kewen Li, Qingshan Wu, Wankai Fan

“…Experimental results demonstrate that this approach significantly outperforms methods such as polynomial interpolation, random forest, and LSTM-AE in terms of anomaly detection accuracy on field datasets from oilfields, accompanied by a notably lower false alarm rate.…”
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Handling Low-Density LiDAR Data: Calculating the Heights of Civil Constructions and the Accuracy Expected by Rubén Martínez Marín, Elena Lianes Revilla, Juan Carlos Ojeda Manrique, Miguel Marchamalo Sacristán

“…Those results have been taken as correct values and the comparison between those values and the elevations obtained, assigning values to the control points by the interpolation of the LiDAR dataset, has been carried out. …”
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Contrast-Enhanced Magnetic Resonance Cholangiography: Practical Tips and Clinical Indications for Biliary Disease Management by Stefano Palmucci, Federica Roccasalva, Marina Piccoli, Giovanni Fuccio Sanzà, Pietro Valerio Foti, Alfonso Ragozzino, Pietro Milone, Giovanni Carlo Ettorre

“…A significant innovation has been reached with the introduction of hepatobiliary contrasts, represented by gadoxetic acid and gadobenate dimeglumine: they are excreted into the bile canaliculi, allowing the opacification of the biliary tree. Recently, 3D interpolated T1-weighted spoiled gradient echo images have been proposed for the evaluation of the biliary tree, obtaining images after hepatobiliary contrast agent administration. …”
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Case study of natural convection topology optimization based on finite volume method by Honglei Liu, Shuzhe Guo, Ce Liu, Fei Du, Baotong Li, Jun Hong

“…The topology optimization model is established using Brinkman term and thermal conductivity interpolation. Meanwhile, a parallel computing method is also developed to accelerate computation. …”
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Fascicular Visual Field Defects in Open-Angle Glaucoma: Evaluation with Microperimetry by Loredana Arrico, Rossella Giannotti, Manuela Fratipietro, Romualdo Malagola

“…Data were analyzed by Pearson’s correlation and Bland-Altman analysis. Results. Interpolated data showed that mean sensitivity values in all spots tested by Mp-1 (11.98 dB, SD 4.31) may be significantly correlated with mean total values obtained by Humphrey 30-2 perimetry (17.95, SD 4.32), with correlation coefficient of 0.556. …”
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Kinetics of Solidification and Crystallization of Liquid Axial Zone of Fe-C Alloys in Cylindrical Molds by V. Khrychikov, O. Semenov, Y. Aftandiliants, S. Gnyloskurenko, T. Semenova, H. Meniailo

“…According to the results of digitization of the experimental studies carried out in the past concerning Fe-C alloys solidification in cylindrical molds of castings with a carbon content of 0.04%, 0.1%, 0.4%, 0.93%, 1.42%; 2.44%, 3.28%, 4.45%, 4.83% and their subsequent interpolation in the range of 0.04 ÷4.83% С there were obtained the curves of the advancement of the pour point, liquidus and solidus in the coordinates of the relative thickness of the solidified metal layer x/R and the parametric criterion τ/R2. …”
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Soil-Landscape Modeling and Remote Sensing to Provide Spatial Representation of Soil Attributes for an Ethiopian Watershed by Nurhussen Mehammednur Seid, Birru Yitaferu, Kibebew Kibret, Feras Ziadat

“…The prediction model was favorably comparable with the interpolation using the inverse distance weighted algorithm. …”
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Spatial Variation of Arsenic in Soil, Irrigation Water, and Plant Parts: A Microlevel Study by M. S. Kabir, M. A. Salam, D. N. R. Paul, M. I. Hossain, N. M. F. Rahman, Abdullah Aziz, M. A. Latif

“…Kriging method appeared to be more suitable in creating interpolated surface. The average arsenic content in grain was 0.08–0.45 mg/kg while in groundwater arsenic level it ranged from 138.0 to 191.3 ppb.…”
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Adapting a style based generative adversarial network to create images depicting cleft lip deformity by Abdullah Hayajneh, Erchin Serpedin, Mohammad Shaqfeh, Graeme Glass, Mitchell A. Stotland

“…Performance metrics demonstrated a high similarity of the generated images to our training dataset and a smooth, semantically valid interpolation of images through the transfer learning process. …”
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Technique for Measuring the Internal Diameter and Area of Visible Vessels of the Eye by V. A. Firago, A. I. Kubarko

“…It is based on the use of subpixel interpolation when searching for a global minimum of the standard deviation of the differences in brightness of the first and selected frame.The proposed algorithms for tracing the vascular pattern and determining the internal diameter and cross-sectional area of the blood vessels are described. …”
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Environmental noise exposure and autoimmune diseases: Evidence from a national cohort study by Seunghyun Lee, Yongho Lee, Wanhyung Lee, Xiaoxue Ma

“…Environmental noise data were provided by the National Noise Information System (NNIS) and spatially interpolated using empirical Bayes kriging (EBK) to estimate noise levels at the district level. …”
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Raw Camera Data Object Detectors: An Optimisation for Automotive Video Processing and Transmission by Pak Hung Chan, Chuheng Wei, Anthony Huggett, Valentina Donzella

“…RGB data has been traditionally optimised for human vision and is a highly re-elaborated and interpolated version of the collected raw data. In fact, the sensor collects the light intensity value per pixel, but an RGB frame contains 3 values, for red, green, and blue colour channels. …”
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Climatic zoning of Xinjiang for heterogeneous production of high-quality wine by Xue Feng, Tang Xiang-ling

“…The fine climatic zoning for wine grapes in Xinjiang was created using GIS spatial interpolation technology. The findings reveal that Xinjiang’s four traditional wine grape growing areas are ideally suited for cultivating high-quality dry red and dry white wine grapes. …”
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Recognition the Synoptic Conditions of Extreme and Widespread Precipitations in Caspian Western Coasts by Emphasis on Atmosphere Thickness Patterns by AmirHossein Halabian, Freshta Hosseinali Pourjazi

“…To do the synoptic analysis of extreme and widespread precipitations in Caspian western coasts, daily precipitation data from 1340/1/1 to 1 on the 14×1383/11/10 (15992 days) interpolated by Kriging method. These data provide to calculate maximum precipitation and area percent under precipitation for each day including precipitation. …”
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Atmospheric Deposition of Nitrogen and Sulphur Compounds in the Czech Republic by Milos Zapletal

“…Measured atmospheric concentrations of SO2, NOx, NH3, and aerosol particles (SO42-, NO3–, and NH4+), along with measured concentrations of SO42-, NO3–, and NH4+ in precipitation, weighted by precipitation amounts, were interpolated with Kriging technique on a 10- x 10-km grid covering the whole Czech Republic. …”
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Excavating trajectory planning of electric shovel based on dynamic excavating volume prediction by Juan Wu, Rui Liu, Baoguo Lin

“…Then, the trajectory model of the dipper tooth tip is established by using the 6th polynomial interpolation method, and the minimum excavation energy consumption per unit volume is taken as the optimization objective, and the whale optimization algorithm is used to plan the excavation trajectories for four kinds of complex stacking surfaces (concave, convex, convex–concave and stepped stacking surfaces). …”
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Assessing Urban Landscape Variables’ Contributions to Microclimates by Tammy E. Parece, Jie Li, James B. Campbell, David Carroll

“…Using this temperature data, together with six landscape variables, we interpolated (using Kriging and Random Forest) air temperatures across the city for each collection period. …”
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Properties of the new N $$ \mathcal{N} $$ = 1 AdS4 vacuum of maximal supergravity by Nikolay Bobev, Thomas Fischbacher, Krzysztof Pilch

“…We also show that there exists a smooth supersymmetric domain wall which interpolates between the new N $$ \mathcal{N} $$ = 1 AdS4 solution and the maximally supersymmetric AdS4 vacuum. …”
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Hydrogen reaction rate modeling based on convolutional neural network for large eddy simulation by Quentin Malé, Corentin J. Lapeyre, Nicolas Noiray

“…It is also tested on two filter and downsampling parameters and two global equivalence ratios between those used during training. For these interpolation cases, the model approximates burning rates with low error even though the cases were not included in the training dataset. …”
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Quantifying Emissions of PM10 Generated by the Implosion of Concrete Grain Silos by Mahmoud M. Abu-Allaban, Salahuddin M. Jaber, Aiman Soleiman, Hasan Almarayeh

“…To characterize these emissions, descriptive statistics, graphical methods, inverse distance weighting interpolation, decision trees constructed with recursive partitioning, the Gaussian dispersion model, the modified box model, and regression analysis were applied. …”
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