scRDEN: single-cell dynamic gene rank differential expression network and robust trajectory inference by Han Zhang, Wei Zhang, Xiaoying Zheng, Yuanyuan Li

“…It is particularly noteworthy that scRDEN method yielded exceptional results when applied to the large-scale, multi-branched, double-batch mouse dentate gyrus data. This outstanding performance provides novel and valuable insights into large-scale, multi-batch trajectory inference and the study of transcriptional mechanism regulation during the processes of differentiation and development.…”
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Improved food recognition using a refined ResNet50 architecture with improved fully connected layers by Pouya Bohlol, Soleiman Hosseinpour, Mahmoud Soltani Firouz

“…The effect of Hyper-parameters such as data augmentation, batch size, image size, and learning rate on performance of Resnet50 were analyzed. …”
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Characterization of bronchus-associated lymphoid tissue induced by co-exposure to Asian sand dust and ovalbumin: a study using 3D serial section imaging by Yoshikazu Mikami, Manabu Hayatsu, Etsushi Kuroda, Hiromasa Tsuda, Taku Toriumi, Yusuke Mizutani, Takamichi Ichinose, Akiko Honda, Hirohisa Takano, Hirohisa Takano, Hirohisa Takano

“…However, whether ASD induced iBALT formation, much less the mechanism by which ASD promotes iBALT formation, remains unknown.MethodsB cell clusters were analyzed using the next generation serial section-three-dimensional (nSS3D) imaging method, in which we attempted to introduce batch image acquisition using a high-resolution slide scanner and AI-based image registration and target extraction. …”
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Validation of an Automated High-Throughput Multiplex Real-Time PCR Assay for Detection of Enteric Protozoa by Rachel Lau, Jason Kwan, Kimberley Marks-Beaubrun, Ruben Cudiamat, Min Qun Ellen Chen, Krista Orejana, Filip Ralevski, Andrea K. Boggild

“…With the addition of 17 frozen specimens, the sensitivity for Eh increased to 75%. On a per-batch basis, the molecular platform reduced pre-analytical and analytical testing turnaround time by 7 h. …”
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Mycelial mass, microbial lipids and γ-linolenic acid (GLA) by Cunninghamella elegans cultivated on agro-industrial residues by Gabriel Vasilakis, Afef Gamraoui, Dimitris Karayannis, Nikos Giannakis, Abdelwaheb Chatti, Ioannis Politis, Panagiota Diamantopoulou, Seraphim Papanikolaou

“…Initially, the compositions of stalks and lettuce roots were analysed, and the fungus was batch-flask cultivated on six different commercial semi-defined substrates containing different sugars detected in stalks and roots to evaluate its catabolic ability. …”
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Effect of Cyanide as a Nutrient Source on Bacteria, Bacillus Cereus, for Use in Bioleaching of Gold Tailings by Miranda Mpeta, Job T. Tendenedzai, Shepherd M. Tichapondwa, Evans M. N. Chirwa

“…Mining generates tailings and wastewaters containing extractable gold alongside toxic contaminants such as cyanide (CN?)…”
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Pre-sorting method of complex system radar signals by Zeheng YUAN, Runlan TIAN, Xiaofeng WANG

“…The overall pulse parameters of complex system radar signals are varied and overlap seriously.The accuracy rate of the method using overall pulse parameter sorting is seriously decreased,but the intra pulse characteristic parameters are relatively stable.A method for pre-sorting radar signals in complex systems was proposed by extracting the phase coefficient of the intra-pulse characteristic parameters of the signal,combining the more stable inter-pulse parameters,and using the improved support vector clustering algorithm.Simulation results show that in the pre-sorting of complex system radar signals,the problem of increasing-batch can be solved effectively and the accuracy of sortingcan be improved.…”
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Rapid Fine-Grained Damage Assessment of Buildings on a Large Scale: A Case Study of the February 2023 Earthquake in Turkey by Zhonghua Hong, Hongyang Zhang, Xiaohua Tong, Shijie Liu, Ruyan Zhou, Haiyan Pan, Yun Zhang, Yanling Han, Jing Wang, Shuhu Yang

“…Subsequently, we deploy an automated workflow for batch processing and registration of open-source building footprints, enabling the accurate extraction of building height changes from dual-time DSMs. …”
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Process Optimization and Techno-Economic Analysis for the Production of Phycocyanobilin from <i>Arthrospira maxima</i>-Derived C-Phycocyanin by Won-Kyu Lee, In-Yung Sunwoo, Junseong Kim, Yong-Kyun Ryu, Eun-Jeong Koh, Taeho Kim, Woon-Yong Choi

“…A techno-economic analysis for pilot-scale PCB production showed that optimized ethanol extraction could yield 147.13 kg/year with 506 batches, compared with 84.31 kg/year standard methanol extraction with 317 batches. …”
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Transmission Accuracy Test Bed of Precision Gearbox with Small Modulus Gear by Qiao Yongqiang, Zheng Guoliang, Zhu Zhiyuan, Liu Xin, Chen Chao, Zhang Weiwei, Sun Zhiyang

“…The special transmission accuracy of detection test bed of gearbox is developed for the requirements of high- precision batch produced- gearbox,its mechanical structure has a modular design,which makes the test bed has the characteristics of high precision,easy to install,simple operation. …”
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Intelligent CSI feedback method for fast time-varying FDD massive MIMO system by Yong LIAO, Shuai WANG, Ning SUN

“…In the frequency division duplexing (FDD) massive multiple-input multiple-output (MIMO) system, the channel state information (CSI) matrix existed noise caused by the wireless channel interference and the time correlation caused by Doppler shift.Because of these effects, the communication system couldn’t guarantee the requirements of reliability and low delay.An intelligent CSI feedback method was adopted.The convolutional neural network (CNN) and batch normalization (BN) network was used to extract the noise in the CSI matrix and learned the spatial structure of the channel.The time correlation between the CSI matrices through the attention mechanism was extracted to improve the accuracy of CSI reconstruction.The data was generated by the standard fast time-varying channel model simulation to train the network offline.System simulation and analysis show that the proposed method can effectively suppress the influence of noise and extract the time correlation caused by Doppler.Compared with the traditional CSI compression feedback algorithm and CsiNet algorithm, the proposed method has better NMSE and cosine similarity performance.…”
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Intelligent CSI feedback method for fast time-varying FDD massive MIMO system by Yong LIAO, Shuai WANG, Ning SUN

“…In the frequency division duplexing (FDD) massive multiple-input multiple-output (MIMO) system, the channel state information (CSI) matrix existed noise caused by the wireless channel interference and the time correlation caused by Doppler shift.Because of these effects, the communication system couldn’t guarantee the requirements of reliability and low delay.An intelligent CSI feedback method was adopted.The convolutional neural network (CNN) and batch normalization (BN) network was used to extract the noise in the CSI matrix and learned the spatial structure of the channel.The time correlation between the CSI matrices through the attention mechanism was extracted to improve the accuracy of CSI reconstruction.The data was generated by the standard fast time-varying channel model simulation to train the network offline.System simulation and analysis show that the proposed method can effectively suppress the influence of noise and extract the time correlation caused by Doppler.Compared with the traditional CSI compression feedback algorithm and CsiNet algorithm, the proposed method has better NMSE and cosine similarity performance.…”
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Optimizing Tongue Fluid Sampling and Testing Protocols for Enhanced PRRSV Isolation from Perinatal Swine Mortalities by Onyekachukwu Henry Osemeke, Isadora Machado, Elisa De Conti, Mariah Musskopf, Mafalda Pedro Mil-Homens, Samuel Stutzman, Baoqing Guo, Thomas Petznick, Gustavo De-Sousa-E Silva, Phillip Gauger, Jianqiang Zhang, Daniel C. L. Linhares

“…Tongues were collected in 20 batches (~30 mortalities per batch). Within each batch, each tongue tissue was cut into four quarters, with each quarter randomly assigned to one of the four collection protocols and RT-qPCR tested. …”
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BIOTECHNOLOGICAL VIEW OF ETHANOL BIOSYNTHESIS FROM MISCANTHUS by O. V. Baibakova, E. A. Skiba

“…Moreover, in batch fermentation it is sufficient to introduce 10 % yeast inoculum in the log phase of growth. …”
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Partitioning model of the adsorption of explosives from soils to determine its environmental fate by Rosalina González-Forero

“…The most important result was that for each MC, even if it was in a mixture, were successfully predicted the partition coefficients using the organic carbon, cation exchange capacity and extractable iron as the principal soil characteristics that determine the fate of these explosives. …”
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REMOVAL OF AMOXICILLIN FROM AQUEOUS SOLUTIONS USING MODIFIED BENTONITE by Aseel M. Naji, Ziad T. Abd Ali

“…The results of the trials showed that the modifications improved NB's capacity to extract AMX from aqueous media. …”
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Investigation on Separation Behavior of Mo(Ⅵ)/Tc(Ⅶ) by TK202 Resin by Bin-liang LI, Yuan-kun LIU, Juan TONG, Yao-wen ZHANG, Ke-liang SHI, Jun-qiang YANG

“…In this work, the separation of Mo(Ⅵ)/Tc(Ⅶ) by TK202 resin was overall studied by batch experiments, the effects of different factors, including alkali concentration, equilibrium time, interfering ions and high-temperature roasting, on the adsorption of Tc(Ⅶ) (Re(Ⅶ) as an analog) by TK202 resin were investigated. …”
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Synthetic Biofilm Reactor with Independent Supply of Gas and Liquid Phase for Studying Chain Elongation with Immobilized <i>Clostridium kluyveri</i> at Defined Reaction Conditions by Josha Herzog, Karlis Blums, Simon Gregg, Lukas Gröninger, Johannes Poppe, Verena Uhlig, Qifei Wang, Dirk Weuster-Botz

“…The synthetic biofilm demonstrated efficient chain elongation in batch processes, converting ethanol and acetate into 1-butyrate and 1-hexanoate, with final concentrations of 2.7 g L⁻¹ and 10.1 g L⁻¹, respectively, with yeast extract in the circulating liquid medium of the synthetic biofilm reactor setup. …”
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THE DETERMINATION OF PHENOLS COMPOUNDS IN DISINFECTANTS by L. A. Nosikova, I. O. Melnikov, A. N. Kochetov

“…This study and previous ones showed that the extraction of phenol derivatives by organic solvents from а wide range of disinfectants is feasible only in some cases, preferably with the use of hexane as an extractant. …”
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Green mathematics: Benefits of including biological variation in your data analysis by L.M.M TIJSKENS, R.E. SCHOUTEN, T. UNUK, Marjan SIMČIČ

“…The principles of assessing biological variation in batches of individuals are explained without putting emphasis on mathematical details. …”
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