LucaPCycle: Illuminating microbial phosphorus cycling in deep-sea cold seep sediments using protein language models by Chuwen Zhang, Yong He, Jieni Wang, Tengkai Chen, Federico Baltar, Minjie Hu, Jing Liao, Xi Xiao, Zhao-Rong Li, Xiyang Dong

“…To address this, we developed a deep learning model, LucaPCycle, integrating raw sequences and contextual embeddings based on the protein language model ESM2-3B. …”
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Callus Culture of <i>Aralia cordata</i> Thunb.: Obtaining, Selection of Cultivating Conditions, Somatic Embryogenesis Induction by D. A. Nekrasova, M. N. Povydysh, N. S. Pivovarova, K. O. Sidorov

“…Embryoid structures of Aralia cordata have been obtained, now we are continuing to collect analytics data about this process. Qualitative analysis of the extracts showed that callus cultures accumulate triterpene glycosides, their composition is close to that of the intact plant.Conclusion. …”
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Fermentasi Ampas Kelapa menggunakan Trichoderma viride, Bacillus subtilis, dan EM4 terhadap Kandungan Protein Kasar dan Serat Kasar sebagai Bahan Pakan Alternatif Ikan <br><i>[Fe... by Yudi Cahyoko, Hiprita Putri Karlina, Agustono Agustono

“…The coconut dregs is also one type or plantation waste which still has potential to be processed into the manufacture of fish feed. The coconut dregs flour can be processed by fermentation to improve quality. …”
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Designing a Digital Branding Pattern in Healthy Agricultural Products by Abolghasem Mohammadnezhad Ali Zamini, Arezo Ahmadi danyali, Mahmoud Ahmadi Sharif

“…Theoretical sampling means that participants are selected based on emergent analysis; and the theory that is created from the data is subsequently modified from the data obtained from subsequent participants. …”
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A Multi-Criteria Approach for Quantifying the Impact of Global Megatrends on the Pulp and Paper Industry: Insights into Digitalization, Social Behavior Change, and Sustainability by Keren A. Vivas, Ramon E. Vera, Sudipta Dasmohapatra, Ronald Marquez, Sophie Van Schoubroeck, Naycari Forfora, Antonio José Azuaje, Richard B. Phillips, Hasan Jameel, Jason A. Delborne, Daniel Saloni, Richard A. Venditti, Ronalds Gonzalez

“…<i>Results</i>: The findings suggest an urgent need to identify alternative raw materials to prevent potential supply chain disruptions. …”
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Using Surface Topography to Visualize Spinal Motion During Gait—Examples of Possible Applications and All Tools for Open Science by Jürgen Konradi, Ulrich Betz, Janine Huthwelker, Claudia Wolf, Irene Schmidtmann, Ruben Westphal, Meghan Cerpa, Lawrence G. Lenke, Philipp Drees

“…Using Statistical Analysis System (SAS) scripts, single files were merged into one raw data table and were used to generate a standardized gait cycle (SGC) for each measurement, including all measured gait cycles for each individual patient, with a spline function to obtain smooth curve progressions. …”
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Tailored Fluorescent Metal–Organic Frameworks Hybrid Membrane Sensor Arrays: Simultaneous and Selective Quantification of Multiple Antibiotics by Tongtong Ma, Qiao Huang, Lei Yuan, Shugang Yan, Yalin Mo, Yibin Ying, Yingchun Fu, Jinming Pan

“…The proposed approach integrates recognition and signal generation, streamlined 10‐min process. The robustness of the MOFs also enables direct detection in raw samples containing organic solvents, which is not achievable by conventional methods. …”
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State-of-Health Estimation of Lithium-Ion Batteries Based on Electrochemical Impedance Spectroscopy Features and Fusion Interpretable Deep Learning Framework by Bohan Shao, Jun Zhong, Jie Tian, Yan Li, Xiyu Chen, Weilin Dou, Qiangqiang Liao, Chunyan Lai, Taolin Lu, Jingying Xie

“…The network architecture performs initial feature extraction and filtering through convolutional layers, extracting potential key features from the raw input data. The multi-head attention mechanism is the core of this framework, enabling the model to perform weighted analysis of input features. …”
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High Throughput 512Mbps True Random Number Generation Using Uncertainty in Mobile Communication Bands by Farid Alidoust Aghdam, Mohammad Erfanimehr, Hodjat Ahmadi, Armin Zarghami, Seyed Ahmad Madani, Ali Rostami

“…The captured data is then processed using a field-programmable gate array to generate high-quality true random numbers. …”
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Strategi Pengelolaan Sampah Berkelanjutan pada Industri Rokok Menggunakan Konsep 5R (Reduce, Reuse, Recycle, Recovery, and Repair) by Yuni Dwi Setyaningsih, Endang Hilmi, Roy Andreas, Edy Suyanto, Abdul Aziz Nasihuddin

“…The suggested main alternative strategy is by using good/raw material in accordance with the procedure.…”
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Potato Peels as an Adsorbent for Heavy Metals from Aqueous Solutions: Eco-Structuring of a Green Adsorbent Operating Plackett–Burman Design by Marwa El-Azazy, Ahmed S. El-Shafie, Ahmed A. Issa, Maetha Al-Sulaiti, Jawaher Al-Yafie, Basem Shomar, Khalid Al-Saad

“…Adsorption of HMs onto raw (RPP) and burnt (BPP) potato peels (PP) is presented in the current treatise. …”
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Study on prevalence of ESBL producing multi drug resistant E. coli in livestock and poultry in Patna district of Bihar state, India by ARCHANA, PURUSHOTTAM KAUSHIK, ANJAY, BHOOMIKA, SEULI SAHA ROY, BABLU KUMAR, ANIL KUMAR, MANOJ KUMAR, SAVITA KUMARI, SAURABH SWAMI

“…Out of 254 samples processed a total 148 isolates were confirmed as E. coli. …”
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Synthesis and application of fucoidan biological superabsorbent polymer by Guomei XIONG, Junjian LIN, Siyao WANG, Zhimin XU, Hongyan GU, Kexin CHANG, Hongbo PENG

“…ObjectiveUsing natural fucoidan rich in hydrophilic structures such as L-fucose and sulfated groups as raw material, a superabsorbent polymer (SAP) was synthesized to improve its degradability and renewable capacity. …”
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Integrative in Silico modeling for mTOR inhibition: From ridge classifiers to descriptor-free deep neural networks by Seyed Alireza Khanghahi, Hadi Kamkar, Seyedehsamaneh Shojaeilangari, Abdollah Allahverdi, Parviz Abdolmaleki

“…The GRU-QSAR and LSTM-QSAR models, which utilized tokenized SMILES, achieved accuracies of 0.9002 and 0.9021, F1-scores of 0.8595 and 0.8603, and AUCs of 0.9270 and 0.9529, respectively, leveraging their ability to process sequential data.…”
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Response Surface Optimization of Chromium (IV) Removal with Teff Straw-Based Activated Carbon by Sintayehu Shewatatek, Girma Gonfa, Sintayehu Mekuria Hailegiorgis, Belete Tessema

“…The thermodynamic studies verified that the adsorption process is endothermic and spontaneous. Based on the findings in this study, the TSDAC adsorbent synthesis from a raw material of teff straw is promising.…”
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Macrophage polarization induces endothelium-to-myofibroblast transition in chronic allograft dysfunction by Zeping Gui, Xiang Zhang, Qianguang Han, Zhou Hang, Ruoyun Tan, Min Gu, Zijie Wang

“…A co-culture model of M1 macrophages, polarized from mouse bone marrow-derived macrophages (BMDM) or Raw264.7, and aortic endothelial cells was established, and EndMT was tested using PCR and WB. …”
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Multicomponent Solid Fuel Production Technology Using Waste Water by A. N. Pekhota, B. M. Khroustalev, Minh Phap Vu, V. N. Romaniuk, E. A. Pekhota, R. N. Vostrova, Thuy Nga Nguyen

“…An assessment of the effectiveness of the developed technology for the use of sewage sludge is given, using the method of wet multicomponent briquetting to obtain a multicomponent fuel. The presented process flow diagram of multicomponent briquetting using sewage sludge and plant-wood waste directly shows the undeniable advantages of using watered wastewater sludge as a raw material for the production of solid fuel. …”
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Classifcation of events in information security systems based on neural networks by A. A. Mikryukov, A. V. Babash, V. A. Sizov

“…These technologies allow accommodating incomplete, inaccurate and unidentified raw data, as well as utilizing previously accumulated information on security issues. …”
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Impact of acoustic index parameters on soundscape comparisons by James Kemp, Juan Carlos Azofeifa‐Solano, Diego R. Barneche, Rohan Brooker, J. Edgardo Arévalo, Christine Erbe, Miles Parsons

“…These effects are also dependent on the soundscape data (e.g. sampling frequency, target frequency bands). …”
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Synthesis of Carbon Nanofibers from Lignin Using Nickel for Supercapacitor Applications by Meruyert Nazhipkyzy, Anar B. Maltay, Tulegen M. Seilkhanov

“…A potential approach to achieving this is by using more affordable raw materials, such as lignin, which is renewable, cost-effective, and widely available compared with the materials commonly used in industry today. …”
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