Resource-Efficient Acoustic Full-Waveform Inversion via Dual-Branch Physics-Informed RNN with Scale Decomposition by Cai Lu, Jijun Liu, Liyuan Qu, Jianbo Gao, Hanpeng Cai, Jiandong Liang

“…However, these approaches demand considerable storage to capture spatiotemporal seismic wave propagation fields and their gradient information, often exceeding the memory capabilities of current GPU resources during field data processing. This study proposes a full-waveform inversion method utilizing a dual-branch PIRNN architecture to effectively minimize GPU resource consumption. …”
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Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network by Chao Ren, Weiheng Dai, Chao Gong, Haojin Li, Chen Sun, Yang Lu

“…The ubiquitous sensing and communication network (USCN) can leverage these existing communication infrastructures to maximize resource utilization and reduce the costs of redeployment through integration with modern 6G and beyond 6G networks. …”
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Conversion of an FDM printer to direct ink write 3D bioprinter utilizing an efficient and cost-effective extrusion system by Y.  H. Dang, Elise Dauzat, Asif Istiak, Kevin Jackson, Victoria Songe, Luke West, Md Imrul Kayes, Md Saiful Islam, Tanvir R. Faisal

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Sustainable Material Cutting Optimization Using Deep Q-Networks: A Reinforcement Learning Approach for Resource Efficiency by Chen Linxuan

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Optimal Bidding Capacity of Virtual Power Plant Incorporating Power-to-X Resources on Day-Ahead Energy Market by Kyeong-Hee Cho, Hyung-Chul Jo, Wanbin Son, Soon-Young Kwon, Gilsung Byeon

“…This study modeled the diverse characteristics of P2X resources and established objective functions and constraints. …”
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Long-term yak-grazing alters the plant fine-root resource acquisition strategies in Tibetan alpine meadow by Haiyang Gong, Tserang Donko Mipam, Josep Peñuelas, Jordi Sardans, Youcun Suo, Nan Jia, Heng Huang, Wei Wang, Qingping Zhou, Zhiqiang Wang

“…Understanding how fine-root resource acquisition strategies respond to yak grazing is critical for comprehending the structure and functioning of alpine meadow ecosystems. …”
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Characterizing the content and quality of internet resources on exercise training in Ehlers-Danlos Syndromes and generalized hypermobility spectrum disorder. by Jillian Dhawan, Sahar Sohrabipour, Ali Salman Al-Timimi, Brenawen Elangeswaran, Omer Choudhary, Noor Al Kaabi, Megha Ibrahim Masthan, Daniel Santa Mina, Laura McGillis, Wing Ting Truong, Encarna Camacho Perez, Jane Schubart, Mark Lavallee, Timothy Sheehan, Neyha Cherin, Nimish Mittal, Hance Clarke, Rebecca Bascom, Dmitry Rozenberg

“…<h4>Background</h4>Individuals with Ehlers-Danlos Syndromes (EDS) and Generalized Hypermobility Spectrum Disorder (G-HSD) experience musculoskeletal joint instability, cardiopulmonary manifestations, and functional limitations with online exercise resources commonly utilized. …”
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Diversity of Bioactive Compounds in Microalgae: Key Classes and Functional Applications by Maslin Osathanunkul, Suebsuya Thanaporn, Lefkothea Karapetsi, Georgia Maria Nteve, Emmanouil Pratsinakis, Eleni Stefanidou, Giorgos Lagiotis, Eleni Avramidou, Lydia Zorxzobokou, Georgia Tsintzou, Artemis Athanasiou, Sofia Mpelai, Constantinos Constandinidis, Panagiota Pantiora, Marián Merino, José Luis Mullor, Luka Dobrovic, Leonardo Cerasino, Tomohisa Ogawa, Meropi Tsaousi, Alexandre M. C. Rodrigues, Helena Cardoso, Rita Pires, Daniel Figueiredo, Inês F. Costa, Catarina Anjos, Nikolaos E. Labrou, Panagiotis Madesis

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Investigating hydrocarbon potential utilizing isopach maps in the paleo-environment of the external Fars region, Zagros fold-thrust belt by Mina Farzaneh, Zahra Maleki, Mehran Arian, Mohammad Ali Ganjavian, Pooria Kianoush

“…Additionally, the critical role of basement faults in hydrocarbon systems has been highlighted, paving the way for future research aimed at improving resource utilization in the Middle East.…”
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Recent advances on the recovery and high-value utilization of valuable metals from cathode materials of spent lithium-ion batteries by Yanrun MEI, Longmin LIU, Ran CHEN, Huijie HOU, Jingping HU, Jiakuan YANG

“…Lithium-ion batteries have emerged as primary power sources for mobile electronic devices and electric vehicles due to their distinctive advantages, including high energy density and extended cycle life. …”
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A Two-Step Method for Impact Source Localization in Operational Water Pipelines Using Distributed Acoustic Sensing by Haonan Wei, Yi Liu, Zejia Hao

“…STEE is introduced as a stable metric to quantify signal impulsiveness and guides the selection of the relevant intrinsic mode function. The second step utilizes the Pruned Exact Linear Time (PELT) algorithm for accurate signal segmentation, followed by an unsupervised learning method combining Dynamic Time Warping (DTW) and clustering to identify the impact segment and precisely pick the arrival time based on shape similarity, overcoming the limitations of traditional pickers under conditions of complex noise. …”
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Research progress and prospect of underground utilization of coal-based solid waste functional materials by Jixiong ZHANG, Nan ZHOU, Hengfeng LIU, Yachen XIE, Zhihui SUN, Shenyang OUYANG

“…The current research status and development trends comprehensively demonstrate that coal-based solid waste functional materials can not only effectively improve the resource utilization efficiency of coal-based solid waste but also achieve large-scale disposal and value-added utilization of coal-based solid waste.…”
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Multiomic Analysis Provided Insights into the Responses of Carbon Sources by Wood-Rotting Fungi <i>Daldinia carpinicola</i> by Peng Yang, Xingchi Ma, Yu Zhang, Yanan Sun, Hao Yu, Jiandong Han, Meng Ma, Luzhang Wan, Fansheng Cheng

“…Based on transcriptome and metabolomic analyses, <i>D. carpinicola</i> showed a greater ability to utilize sucrose over sawdust as a carbon source, enhancing its growth by activating glycolysis/gluconeogenesis and the citrate cycle. …”
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Polyphosphate-enriched algae fertilizer as a slow-release phosphorus resource can improve plant growth and soil health by Jiahong Yu, Bingbing Luo, Yujie Yang, Suna Ren, Lei Xu, Long Wang, Xianqing Jia, Yiyong Zhu, Keke Yi

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Investigating the utilization of biomaterials and bioengineering methods in developing functional cardiac tissue for heart repair by Omar Elsaka

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Introduction of AI Technology for Objective Physical Function Assessment by Nobuji Kouno, Satoshi Takahashi, Masaaki Komatsu, Yusuke Sakaguchi, Naoaki Ishiguro, Katsuji Takeda, Kyoko Fujioka, Ayumu Matsuoka, Maiko Fujimori, Ryuji Hamamoto

“…This paper explored how artificial intelligence (AI) could predict physical function scores from various patient data sources and reviewed methods to measure objective physical function using this technology. …”
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Couple stress Casson ternary hybrid nanofluids in a channel with applications in medical sciences by Shafiq Ahmad, Farhad Ali, Ilyas Khan, Samira Elaissi, N.F.M. Noor, Mohamed Kallel

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Chemical constituents, biological functions and pharmacological effects for comprehensive utilization of Eucommia ulmoides Oliver by Yi-Fan Xing, Dong He, Yi Wang, Wen Zeng, Chong Zhang, Yuan Lu, Nan Su, Yan-Hua Kong, Xin-Hui Xing

“…The unique and extensive physiological functions between different parts of E. ulmoides Oliv. indicate that the comprehensive utilization of E. ulmoides Oliv. has a wide space to develop, which is also an effective way to protect E. ulmoides Oliv. resources and improve its the utilization rate. …”
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Creation of a Scientific System for Analyzing the Scientific Activities of a University as a Source of Innovation in the Production of Medicines by E. V. Sokolova, P. S. Guryanov, A. G. Salnikova, T. L. Malkova

“…The ability to fully utilize all the material, financial and human resources available to a university determines the possibility of effectively generating pharmaceutical innovations. …”
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Fuzzy Rough Set Models Based on Fuzzy Similarity Relation and Information Granularity in Multi-Source Mixed Information Systems by Pengfei Zhang, Yuxin Zhao, Dexian Wang, Yujie Zhang, Zheng Yu

“…Subsequently, a similarity function, designed based on the unique attributes of the data, is utilized to accurately quantify the similarity relations among objects. …”
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