Physics-Informed Neural Networks for Advanced Thermal Management in Electronics and Battery Systems: A Review of Recent Developments and Future Prospects by Zichen Du, Renhao Lu

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MODELLING THE SEASONAL DYNAMICS OF HEAVY METAL POLLUTION OF WATER BODIES WITHIN A MINING AREA by Vasyl Popovych, Viktor Skrobala, Oleh Tyndyk, Mykhailo Petlovanyi, Kateryna Sai, Natalya Popovych, Roman Konanets, Bohdan Ilkiv

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Global research trends and hotspots in prognostic prediction models for pancreatic cancer: a bibliometric analysis by Siyuan Ouyang, Jing Zhang, Fuyao Liu, Qi Jiang, Wei Xing, Jie Chen, Jinggang Zhang

“…Consequently, accurate preoperative assessment is crucial, highlighting the urgent need to develop more reliable predictive models to guide personalized treatment plans.MethodsA systematic literature search was conducted using Web of Science Core Collection (WoSCC) database, covering publications from January 1, 1995, to October 25, 2024. …”
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Characteristics and genetic model of dolomite reservoirs in the Qigebulak Formation, Upper Sinian, Tarim Basin, China by Zongfeng Li, Zongfeng Li, Zhidong Bao, Zhidong Bao, Yuchi Su, Yuchi Su, Shuyue Ban, Shuyue Ban, Yilin Li, Yilin Li, Tengyu Wang, Tengyu Wang, Ye Tao, Ye Tao, Mingyng Wei, Mingyng Wei, Kai Lu, Kai Lu

“…Based on a comprehensive analysis of the controlling factors for reservoir development, a reservoir genetic model is established. …”
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Assessing the impact of urban morphology on community resilience in sustainable urban development: A case study of the historic urban fabric of Kerman by Mohammad Dabdabeh, Yashar Gharachamani Asl, Amir Hossein Farahinia

“…Kerman, one of Iran's historical cities with a unique cultural identity, has not been immune to the damages caused by industrial and modern development. Physical and social vulnerabilities, such as urban expansion driven by capitalist and land-centric perspectives, the spread of new lifestyles with distinct values, neglect of natural structures and historical fabric as sustainable models, car-centric urban design, and scattered migration and growth, have propelled Kerman toward extensive challenges. …”
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Imatinib Mesylate Alters the Expression of Genes Related to Disease Progression in an Animal Model of Uveal Melanoma by Bruno F. Fernandes, Sebastian Di Cesare, Rubens Neto Belfort, Shawn Maloney, Claudia Martins, Enzo Castiglione, Jordan Isenberg, Daniel Abourbih, Emilia Antecka, Miguel N. Burnier Jr.

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Modeling of Hydrological Processes in a Coal Mining Subsidence Area with High Groundwater Levels Based on Scenario Simulations by Shiyuan Zhou, Hao Chen, Qinghe Hou, Haodong Liu, Pingjia Luo

“…The results reveal the mechanism through which different land use scenarios influence hydrological processes, which provides a scientific basis for the territorial space planning and sustainable development of coal mining subsidence areas.…”
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Geological modeling of carbonate fracture-cavity reservoir: case study of Shunbei fault zone No. 5 by Bolin Li, Yunfeng He, Wen Chen, Haojie Shang, Lixin Wang

“…This limitation leads to insufficient accuracy in inter-well connectivity predictions and constrains efficient hydrocarbon development. This study proposes a novel trendline-constrained object-based modeling approach, taking the Shunbei No. 5 strike-slip fault zone as a case study. …”
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Ecological and climatic transferability of airborne lidar-driven aboveground biomass models in Piñon-Juniper woodlands by Jessie F. Eastburn, Michael J. Campbell, Philip E. Dennison, William Rl Anderegg, Kevin J. Barrett, Patrick A. Fekety, Samuel W. Flake, David W. Huffman, Steven A. Kannenberg, Kelly L. Kerr, Andrew J. Sánchez Meador, Jody C. Vogeler

“…Therefore, it is important to capture the distinct environments and species compositions within the range of PJ woodlands when training a range-wide model to map PJ AGB. With the eventual goal of a range-wide PJ AGB map, we developed a preliminary range-wide model of PJ woodland AGB using our entire field reference dataset. …”
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A SPATIO-TEMPORAL URBAN EXPANSION MODELING A CASE STUDY TEHRAN METROPOLIS, IRAN by SASSAN MOHAMMADY

“…Dataset include distance to roads, distance to green spaces, distance to developed area, slope, number of urban cells in a 3 by 3 neighborhood, distance to fault and elevation. …”
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Toward the Reconstruction of Substorm‐Related Dynamical Pattern of the Radiowave Auroral Absorption by V. A. Sergeev, M. A. Shukhtina, N. A. Stepanov, D. D. Rogov, A. V. Nikolaev, E. Spanswick, E. Donovan, T. Raita, A. Kero

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Automatic Precision Planting Mechanism of Garlic Seeder by Guilin Chen, Yifan Yao, Lili Yi, Xiang Yin, Juan Du, Jun Chong

“…Consequently, a garlic seeder insertion mechanism was developed to improve the accuracy and efficiency of garlic seeding. …”
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How to develop the creative milieu and physical resources of the university campus into a sustainable innovation zone – The case of Morasko-Poznań, Poland by Michał Męczyński, Przemysław Ciesiółka, Marc A. Weiss, Tamás Egedy

“…This article evaluates the development of the Morasko Campus of Adam Mickiewicz University (AMU) in Poznań, one of Poland’s leading academic centres, in relation to its alignment with the Sustainable Innovation Zone (SIZ) concept. …”
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Development of the Real‐Time 30‐s‐Update Big Data Assimilation System for Convective Rainfall Prediction With a Phased Array Weather Radar: Description and Preliminary Evaluation... by T. Honda, A. Amemiya, S. Otsuka, G.‐Y. Lien, J. Taylor, Y. Maejima, S. Nishizawa, T. Yamaura, K. Sueki, H. Tomita, S. Satoh, Y. Ishikawa, T. Miyoshi

“…The system comprises a regional atmospheric model known as the SCALE and the local ensemble transform Kalman filter (LETKF). …”
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Smart indoor monitoring for disabled individuals using an ensemble of deep learning models in an IoT environment by Faisal S. Alsubaei, Abdulrahman A. Alshdadi, Mohammed Rizwanullah

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Aided Greenway Design Approach Based on Internet Big Data and AIGC Fine-Tuning Model by Yifan WU, Lu MENG, Liang LI

“…ObjectiveAs China’s urbanization construction enters the stage of quality improvement, landscape design practice presents the development trend of segmentation, customization and specialization. …”
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Development of an additional filtration system by 3D printing for the implementation of new X-ray beam qualities used in diagnostic radiology. by José Neres de Almeida Junior, Orlando Rodrigues Junior, Maria da Penha Albuquerque Potiens

“…The models were also developed to fit each specific drawer of each filter to be used in the laboratory routine, coupled to the specific sensors that fit the spaces of the support part. …”
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RGB and RGNIR image dataset for machine learning in plastic waste detectionZENODO by Owen Tamin, Ervin Gubin Moung, Jamal Ahmad Dargham, Samsul Ariffin Abdul Karim, Ashraf Osman Ibrahim, Nada Adam, Hadia Abdelgader Osman

“…Machine learning has emerged as a potential solution for plastic waste due to its ability to analyse and interpret large volumes of data using algorithms. However, developing an efficient machine learning model requires a comprehensive dataset with information on the size, shape, colour, texture, and other features of plastic waste. …”
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Therapeutic Potential of <i>Lappula patula</i> Extracts on Germline Development and DNA Damage Responses in <i>C. elegans</i> by Qinghao Meng, Anna Hu, Weiyu Xiao, Robert P. Borris, Hyun-Min Kim

“…This study aimed to evaluate the nematocidal effects of L. patula extracts and investigate their impact on germline development, DNA damage responses, and apoptosis in <i>Caenorhabditis elegans (C. elegans</i>), a model organism for studying these processes. …”
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A spatial slip plane-based vegetation model for slope reinforcement and shallow landslide mitigation by I.G. Tejakusuma, E.H. Sittadewi, A. Mulyono, T. Handayani, A. Tohari, H.E.H. Fatahillah, Z. Zakaria, E.B. Budiman, N. Utami

“…The study objectives were to develop a novel vegetation intervention model that integrates vegetation’s hydromechanical properties with slip plane distribution to enhance slope reinforcement and reduce landslide risk.METHODS: Geological field investigations, electrical resistivity tomography, light detection and ranging drone surveys, geomorphological analysis, three-dimensional terrain modelling, and isopach map development combine vegetation’s hydromechanical effects. …”
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