Subdural Hematoma in an Infant with Glutaric Aciduria Type 1: A Case Report on Conservative Management by Lúcia Marques, Patrícia Lipari Pinto, Hugo Loureiro Cadilha, Patrícia Janeiro, Ana Gaspar

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Denoising Method of dbN Wavelet Threshold for Die Repair Hammer Force Signals by LIU Li-jun, SHEN Xiu-qiang, WANG Xiao-lu, YANG Wen-hao, YAO Ji-rong

“…The low-frequency coefficients of the signal are reserved and the high-frequency coefficients are discarded Ultimately, the signal-to-noise ratio after noise reduction is 10.0778and the mean square error is 0.6633, the noise reduction of hammer power signal in mold repair is initially achieved. …”
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Intelligent Photolithography Corrections Using Dimensionality Reductions by Parag Parashar, Chandni Akbar, Tejender S. Rawat, Sparsh Pratik, Rajat Butola, Shih H. Chen, Yung-Sung Chang, Sirapop Nuannimnoi, Albert S. Lin

“…While one photolithographic mask can generate many experimental patterns at once, our pure ML-based approach can shorten the trial-and-error period in the photolithographic correction. …”
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Tunable Energy-Efficient Approximate Circuits for Self-Powered AI and Autonomous Edge Computing Systems by Shubham Garg, Kanika Monga, Nitin Chaturvedi, S. Gurunarayanan

“…To analyze the impact on the accuracy of the final output, we evaluated the error matrices for the approximate MAC unit and observed a low MRED (mean relative error distance) of 0.19. …”
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Cauchy-Lanczos Algorithm for Effective Dimension Reduction by Xuansheng Wang, Linzhong Xia, Changwei Lv

“…Furthermore, we outline the convergence characteristics and provide an error analysis for the C-Lanczos algorithm. A series of experiments are also presented, illustrating the algorithm’s effectiveness in dimension reduction.…”
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A Novel High-Precision Workpiece Self-Positioning Method for Improving the Convergence Ratio of Optical Components in Magnetorheological Finishing by Yiang Zhang, Pengxiang Wang, Chaoliang Guan, Meng Liu, Xiaoqiang Peng, Hao Hu

“…Magnetorheological finishing is widely used in the high-precision processing of optical components, but due to the influence of multi-source system errors, the convergence of single-pass magnetorheological finishing (MRF) is limited. …”
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Concurrent photocatalytic degradation of organic pollutants using smart magnetically cellulose-based metal organic framework nanocomposite by Nora A El-Mahdy, Sayed RH El-Gharkawy, Magda A Akl

“…The uptake capacity of DAC@PdA@FM toward organic dyes as TBO,  CV, and E110 from water, achieving reductions of 988.75, 1242.5, and 497 mg/g, respectively, within short time frames.The kinetic and isotherm studies were best fitted by PSO and the Langmuir models due to the higher correlation coefficient (R2 ≥ 0.999) and the lower error functions. …”
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A Point Cloud Registration Method Based on Point-to-Triangulation Estimation for Optical Window Free-Form Surfaces Testing by Coordinate Measuring Machine by Chuanchao Wu, Junjie Shi, Taorui Li, Haijiao Huang, Fudong Chu, Siyuan Jiang, Longyue Li, Chiben Zhang

“…Further, in the experiment, the PV surface error was reduced from 27.3 μm to 6.9 μm, equivalent to a reduction of 3.95 times. …”
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Application of machine learning with gradient descent method for load forecasting: a performance analysis by Saroj Kumar Panda, Manoj Kumar Panda

“…Based on the choice of input sample and root mean square error (RMSE), the DNN comparison is carried out. …”
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RECONFIGURATION OF THE AIRCRAFT INTEGRATED CONTROL SYSTEM REGARDING CONTROL CONSTRAINTS UNDER ACTUATOR FAILURES by A. M. Kulchak, V. V. Kosyanchuk, E. Yu. Zybin

“…This allows for a multistep consistent reduction in power and increasing in error of reconfiguration, until an acceptable solution is obtained. …”
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Postage Stamp Precision Technique of Dorsal Hump Reduction by Uday Bhat, Amit Peswani, Ishita Katyal, Anudeep T.C, Mangesh Pawar, Suparna P.N, Richa Goel

“… Background The conventional methods of dorsal hump reduction planning and execution are prone to errors. …”
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Approximation Bounds for Model Reduction on Polynomially Mapped Manifolds by Buchfink, Patrick, Glas, Silke, Haasdonk, Bernard

“…For projection-based linear-subspace model order reduction (MOR), it is well known that the Kolmogorov $n$-width describes the best-possible error for a reduced order model (ROM) of size $n$. …”
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Optimization of IMU-based bending strain solving algorithm and full-scale experimental validation by Tong SHI, Xiaoben LIU, Lin ZHANG, Jun WANG, Rui LI, Ting Xie, Qingshan FENG, Qiyu HUANG

“…Furthermore, the full-scale pulling experiments conducted to validate the algorithm revealed substantial reductions in errors between bending strains computed by the optimized solving algorithm and those detected by a strain gauge at 79.6%, 79.4%, and 76.0%, respectively. …”
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TIE‐GCM ROPE ‐ Dimensionality Reduction: Part I by Piyush M. Mehta, Richard J. Licata

“…Results show overall performance boost over PCA for the high‐resolution and extrapolated data set as well as reduced reconstruction errors during storm‐time conditions. This work represents a major step toward operationalization.…”
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On the breakdown of dimensional reduction and supersymmetry in random-field models by Gilles Tarjus, Matthieu Tissier, Ivan Balog

“…We discuss the breakdown of the Parisi-Sourlas supersymmetry (SUSY) and of the dimensional-reduction (DR) property in the random field Ising and O($N$) models as a function of space dimension $d$ and/or number of components $N$. …”
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An adaptive, active noise reduction system in closed space by W. CIESIELKA, A. GOŁAŚ

“…The investigations performed revealed that the location of reference and error microphones in the acoustic system - in the room, influence significantly the efficiency of the ANR system working. …”
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Automatic Bone Fracture Reduction Technique with Section Registration by Qinhui YUAN, Mengxing LIU, Chu GUO, Yukun AN, Ping ZHOU

“…As a fundamental aspect of bone fracture treatment, fracture reduction plays a decisive role in restoring the structural integrity and function of bones. …”
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A Strong Noise Reduction Network for Seismic Records by Tong Shen, Xuan Jiang, Wenzheng Rong, Lei Xu, Xianguo Tuo, Guili Peng

“…Noise reduction is a critical step in seismic data processing. …”
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Silicon whisker pressure sensors for noise reduction in silencers by Anatoliy Druzhinin, Oleksiy Kutrakov, Roman Zinko

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Analysis of the Effect of Three-Dimensional Topology Modification on Temperature Field and Thermal Deformation of Internal Helical Gears Pair by Gaowei Yao, Gang Liu, Jianxin Su, Hongbin Yang, Mingxuan Jin, Xiao Wei

“…Experimental validation confirms these improvements, showing an average 62.35% reduction in transmission error. These findings establish a novel methodology for high-precision gear design while providing critical theoretical foundations for planetary gear systems, ultimately leading to significant improvements in both transmission accuracy and operational lifespan.…”
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