Exploring Sample Storage Conditions for the Mass Spectrometric Analysis of Extracted Lipids from Latent Fingerprints by Aleesa E. Chua, Eden P. Go, Heather Desaire

“…Storage duration is evaluated to determine if shorter storage with analysis in multiple batches is more effective than longer storage with analysis in a single batch. …”
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Optimization of Thermoreversible In Situ Nasal Gel of Timolol Maleate by Swati Jagdale, Nirupama Shewale, Bhanudas S. Kuchekar

“…Ex vivo diffusion study through nasal mucosa indicated 67.26 ± 2.10% and 61.07 ± 2.49% drug release for f1 and f4 formulations. f1 was the optimized batch. This batch thus can act as a potential nasal delivery with enhanced bioavailability for the drug.…”
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Modeling and Optimization of Cable Production Scheduling by Incorporating an Ant Colony Algorithm by Changbiao Zhu, Chongxin Wang, Zhonghua Ni, Xiaojun Liu, Abbas Raza

“…With the development of small batch and multi-batch service production mode, manual scheduling by hand has been difficult to adapt to the production of a large number of complex orders. …”
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Ethiopian Traffic Sign Recognition Using Customized Convolutional Neural Networks and Transfer Learning by Amlakie Aschale Alemu, Misganaw Aguate Widneh

“…We built the fully connected layer of each model from two batch normalization layers and two dense layers. …”
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Studies on Removal of Cr (VI) from Aqueous Solutions Using Powder of Mosambi Fruit Peelings (PMFP) As a Low Cost Sorbent by R. Hema Krishna, A. V. V. S. Swamy

“…The powder of mosambi fruit peelings (PMFP) was used as an adsorbent for the removal of heavy metal like Cr (VI) from aqueous solutions was studied using batch tests. The influence of physico-chemical key parameters such as the initial metal ion concentration, pH, agitation time, adsorbent dosage, and the particle size of adsorbent has been considered in batch tests. …”
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Optimizing Gated Recurrent Unit (GRU) for Gold Price Prediction: Hyperparameter Tuning and Model Evaluation on Historical XAU/USD Data by Abdul Faqih, Muhammad Jauhar Vikri, Ita Aristia Sa’ida

“…By systematically optimizing hyperparameters through 72 combinations of epochs, batch size, GRU layer units, and dropout rates, the study identifies the optimal configuration (100 epochs, batch size of 16, 256 units, dropout rate 0.1) based on MSE performance on validation data. …”
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Correlation between Religiosity and Adversity Quotient of Islamic Education Students of Universitas Muhammadiyah Yogyakarta by Andi Muhammad Iqbal Fallawarukka

“…Thus, it was concluded that the higher the religiosity of the Islamic Education students of UMY Batch 209 is, the higher their adversity quotient is. …”
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MAP: Towards Authentication for Multiple Tags by Qingsong Yao, Jinsong Han, Saiyu Qi, Zhuo Liu, Shan Chang, Jianfeng Ma

“…Our protocol, termed as Multiple-tags privacy-preserving Authentication Protocol (MAP), authenticates a batch of tags concurrently with strong privacy and high efficiency. …”
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Defined culture conditions robustly maintain human stem cell pluripotency, highlighting a role for Ca2+ signaling by Ilse Eidhof, Benjamin Ulfenborg, Malin Kele, Mansoureh Shahsavani, Dania Winn, Per Uhlén, Anna Falk

“…However, their wide-spread application has faced challenges, including batch-to-batch variabilities, and notable distinctions when compared to embryonic stem cells (ESCs). …”
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Reproducible extracellular matrices for tumor organoid culture: challenges and opportunities by Kan Li, Yibo He, Xue Jin, Ketao Jin, Jun Qian

“…Traditional matrices such as Matrigel and collagen, have been widely used, but their batch-to-batch variability and limited tunability hinder their reproducibility and broader applications. …”
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Spoilage detection of tomatoes using a convolutional neural network by Ninja Begum, Manuj Kumar Hazarika

“…The model is also trained iteratively with varying epoch and batch sizes to evaluate the model in giving the highest classification accuracy. …”
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Multispecies colonisation and surface erosion on A106 GB industry-finished steel used in heat exchangers by Alicia Prithiraj, Shepherd Tichapondwa, Jackie Nel, Evans Chirwa

“…Cultures collected from the cooling tower site were exposed to coupons and were grown in a batch reactor. Atomic force microscopy (AFM) was used to obtain roughness parameters. …”
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The Role of Flow Chemistry on the Synthesis of Pyrazoles, Pyrazolines and Pyrazole-Fused Scaffolds by Catarina M. Correia, Artur M. S. Silva, Vera L. M. Silva

“…This review explores the impact of flow chemistry on the synthesis of these pivotal heterocycles, highlighting its advantages over the conventional batch methods. Although indazoles have a five-membered ring fused with a benzene ring, they will also be considered in this review due to their biological relevance.…”
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Protocol for fabricating a reusable plate-well insert with a 3D-printed mounter and hydrogel scaffolds for 3D cell culture and functional assays by Saloua Saghir, Jana Hlinkova, Athina Samara, Giuseppe Schiavone

“…Streamlining hydrogel preparation and mounting minimizes batch-to-batch variation, reduces costs, and supports synthetic biology studies. : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.…”
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Evaluation of germination as pretreatment method to increase methane production: A case study in papaya seed by Rita Purwasih, Sutaryo Sutaryo, Endang Purbowati, Agung Purnomoadi

“…This research aims to evaluate the effect germination of papaya seeds (GPS) on methane production (batch mode) and the application of GPS in co-digestion (continuous mode). …”
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Kointegrasi dan kausalitas pasar saham Big 5 ASEAN: Tax Amnesty gelombang I by Loe Irene Kusuma, Noviana Anggun, Gesti Memarista

“…The first batch of Tax Amnesty policy in Indonesia can affect the economy in other countries because of international cooperation, especially in ASEAN. …”
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The Microbiome Characterization of Edible Visceral Organs and Fresh Meat During Production in a Pig Processing Facility in Thailand by Jutamat Klinsoda, Alongkot Boonsoongnern, Narut Thanantong, Tanyanant Kaminsonsakul, Khemmapas Treesuwan, Sudsai Trevanich, Barbara U. Metzler-Zebeli

“…Meat, organ, blood, and gut (cecum and feces) samples were collected from 12 carcasses in two batches (<i>n</i> = 6/batch), along with swab samples (<i>n</i> = 4/batch) from the hands of the workers at different positions along the processing chain, from which DNA was extracted. …”
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Process Intensification for Recombinant Marburg Virus Glycoprotein Production Using Drosophila S2 Cells by Sven Göbel, Ludwig Mayerlen, Isabelle Yazel Eiser, Lisa Fichtmueller, David Clements, Udo Reichl, Yvonne Genzel, AxelT. Lehrer

“…Here, we assessed various process intensification strategies in single‐use orbital shaken bioreactors (OSBs) or rocking bioreactors (WAVE) and report maximum viable cell concentrations (VCCs) of 31.6 × 106 cells/mL in batch, 69.5 × 106 cells/mL in fed‐batch (FB), and up to 210.0 × 106 cells/mL in perfusion mode. …”
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Development of a High-Cell-Density Production Process for a Biotherapeutic Yeast, <i>Saccharomyces cerevisiae</i> var. <i>boulardii</i>, for Use as a Human Probiotic by Ghaneshree Moonsamy, Sarisha Singh, Yrielle Roets-Dlamini, Koketso Kenneth Baikgaki, Santosh Omrajah Ramchuran

“…The overlapping 95% confidence intervals across batches further confirmed that no statistically significant deviations existed, ensuring minimal batch-to-batch variability, and validating the scalability and robustness of the fermentation process. …”
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Cost-effective production process of scFv antibody fragments against Shiga toxin 2 via recombinant E. coli by Marcela Guimarães, Daniela Luz, Elisabeth de Fátima Pires Augusto, Lucia Vieira, Maricilia Silva Costa, Roxane Maria Fontes Piazza, José Geraldo da Cruz Pradella

“…The method was first evaluated through shake flask experiments and subsequently scaled up to bench-scale bioreactors operated in both batch and fed-batch modes using defined culture media. …”
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