PINN surrogate model for nonlinear equilibrium path analysis of von Mises shallow truss by Filip Đorđević, Marko Marinković

“…They struggle with computational and time inefficiencies, difficulties in handling complex nonlinear behaviors, limitations in predicting post-critical responses, and convergence issues. …”
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Investigating the impacts of telecommuting on the spatial, temporal, and modal distribution of travel using an agent-based transport simulation model by Bijoy Saha, Mahmudur Rahman Fatmi, Nazmul Arefin Khan

“…Methodologically, a nested structure is implemented to generate departure time, mode, and destination choice joint decisions and accommodate inter-dependencies. Given the behavioral differences among different population groups, separate models are implemented for these different groups: commuters, telecommuters, non-workers, students attending school in-person/online. …”
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A Method for Estimating the SOH of Lithium-Ion Batteries Based on Graph Perceptual Neural Network by Kang Chen, Dandan Wang, Wenwen Guo

“…This enhancement aids the model’s understanding of battery behaviors, thereby improving the transparency and interpretability of predictions. …”
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The Relationship between the Need for Security and Its Personal Meanings among University Students by V.G. Tylets, T.M. Krasnyanskaya

“… <p>The need for security as a powerful motivator causes a wide range of behavioral activity of the subject. Understanding the relationship between the need for security and personal security meanings can help to increase the accuracy of its prediction. …”
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Cognitive mechanisms and temporal dynamics of negative emotion in facilitating congruency judgments by Yiheng Chen, Feier Fu, Qiwei Zhao, Yueyi Ding, Yingzhi Lu

“…Behavioral and hierarchical drift-diffusion model results showed that negative emotions enhanced judgments by accelerating evidence accumulation and improving incongruency detection. …”
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Boredom proneness and inattention in children with and without ADHD: the mediating role of delay aversion by Chia-Fen Hsu, Vincent Chin-Hung Chen, Vincent Chin-Hung Chen, Hsing-Chang Ni, Hsing-Chang Ni, Ning Chueh, John D. Eastwood

“…It is unknown, for example, whether a predisposition to boredom predicts difficulties in sustaining attention because of susceptibility to delay aversion. …”
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Revealing twin-induced deformation mechanisms of AZ31 Mg alloy sheet during warm deep drawing by Lei Tian, Lifei Wang, Xinwei Fu, Kunkun Deng, Xiao Wang, Liuwei Zheng, Hongxia Wang, Qiang Zhang, Kwang Seon Shin

“…This is because {10–12} tensile twins promote the occurrences of many deformation mechanisms during warm deep drawing, such as slips, detwinning, dynamic recrystallization (DRX) behaviors, etc. Further, based on the different stress states during deep drawing, these mechanisms and their competition relationships, as well as texture evolutions, are systematically studied. …”
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A Computational Investigation of Potential 5-HT 2C Receptor Inhibitors for Treating Schizophrenia by ADMET Profile Analysis, Molecular Docking, DFT, Network Pharmacology, and Molec... by Mohammed Raihan Uddin, Mahira Rahman, Mosammad Jannatun Nayem Rafin, Joya Datta Ripa

“…Background: Schizophrenia manifests through behavioral abnormalities, suicidal ideation, and neuropsychological deficits. …”
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Machine Learning-Based Partition Method for Cyclic Development Mode of Submarine Soil Martials from Offshore Wind Farms by Ben He, Mingbao Lin, Zhishuai Zhang, Bo Han, Xinran Yu

“…Therefore, 78 representative submarine soil samples from four offshore wind farms are tested in the study, and the cyclic behaviors under different confining pressures and CSR are investigated. …”
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An integrated approach for prognosis of Remaining Useful Life for composite structures under in-plane compressive fatigue loading by Ferda C. Gül, Morteza Moradi, Dimitrios Zarouchas

“…The prognostic of the Remaining Useful Life (RUL) of composite structures remains a critical challenge as it involves understanding complex degradation behaviors while it is emerging for maintaining the safety and reliability of aerospace structures. …”
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Modeling human telencephalic development and autism-associated SHANK3 deficiency using organoids generated from single neural rosettes by Yueqi Wang, Simone Chiola, Guang Yang, Chad Russell, Celeste J. Armstrong, Yuanyuan Wu, Jay Spampanato, Paisley Tarboton, H. M. Arif Ullah, Nicolas U. Edgar, Amelia N. Chang, David A. Harmin, Vittoria Dickinson Bocchi, Elena Vezzoli, Dario Besusso, Jun Cui, Elena Cattaneo, Jan Kubanek, Aleksandr Shcheglovitov

“…Abstract Human telencephalon is an evolutionarily advanced brain structure associated with many uniquely human behaviors and disorders. However, cell lineages and molecular pathways implicated in human telencephalic development remain largely unknown. …”
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Customer engagement in Acehnese traditional restaurants: Mediating effects on revisit intention and e-WOM by Mahdani Ibrahim, Halimatussakdiah Halimatussakdiah, M. Ridha Siregar, Ghrina Zikran, Rido Amalia, Dicky Pratama Putra

“…Moreover, TFP Engagement strongly predicts Intention to Revisit (β = 0.877; p &lt; 0.001) and positive e-WOM (β = 0.757; p &lt; 0.001), acting as a mediator between restaurant attributes and customer behavioral outcomes.…”
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Determination of the Redox Potential for Aqueous Fe(Ⅱ)-Goethite Heterogeneous Systems by Potentiometric Method by Aiyu NIU, Xin LI, Fei LIU, Shanshan YANG

“…The redox properties of Feaq 2+-iron oxide heterogeneous systems play an important role in the environmental behaviors of heavy metal and organic pollutants. However, the determination of Eh for heterogeneous systems is still challenging due to the redox equilibration between the electrode and suspension is sluggish. …”
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Digital Twins for Power Systems: Review of Current Practices, Requirements, Enabling Technologies, Data Federation, and Challenges by May Myat Thwe, Alexandru Stefanov, Vetrivel Subramaniam Rajkumar, Peter Palensky

“…The Digital Twins (DT) have emerged as the technology that provides capabilities to simulate and analyze cyber-physical systems&#x2019; behaviors using digital replicas. This is achieved through high-fidelity digital models, bi-directional communication and (near) real-time data exchange between physical real-world systems and DTs. …”
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Modeling the decarburization of expansion droplets based on the solid phase ratio of slag and data fitting during BOF steelmaking process by Zi-cheng Xin, Wen-hui Lin, Jiang-shan Zhang, Kai-xiang Peng, Qing Liu

“…The expansion decarburization of metal droplets in the emulsion phase is one of the main steel-slag reaction behaviors. In this paper, firstly, a theoretical decarburization model of expansion droplet was established, finding biases in their calculation results. …”
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NLOS Path Loss Model for Low-Height Antenna Links in High-Rise Urban Street Grid Environments by Juyul Lee, Myung-Don Kim, Hyun Kyu Chung, Jinup Kim

“…When compared with field measurements, the predictions are in agreement.…”
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APT Adversarial Defence Mechanism for Industrial IoT Enabled Cyber-Physical System by Safdar Hussain Javed, Maaz Bin Ahmad, Muhammad Asif, Waseem Akram, Khalid Mahmood, Ashok Kumar Das, Sachin Shetty

“…To overcome these issues, a new approach is suggested that is based on the Graph Attention Network (GAN), a multi-dimensional algorithm that captures behavioral features along with the relevant information that other methods do not deliver. …”
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Genome-wide association study identifies four pan-ancestry loci for suicidal ideation in the Million Veteran Program. by Allison E Ashley-Koch, Nathan A Kimbrel, Xue J Qin, Jennifer H Lindquist, Melanie E Garrett, Michelle F Dennis, Lauren P Hair, Jennifer E Huffman, Daniel A Jacobson, Ravi K Madduri, Hilary Coon, Anna R Docherty, Jooeun Kang, Niamh Mullins, Douglas M Ruderfer, VA Million Veteran Program (MVP), MVP Suicide Exemplar Workgroup, International Suicide Genetics Consortium, Philip D Harvey, Benjamin H McMahon, David W Oslin, Elizabeth R Hauser, Michael A Hauser, Jean C Beckham

“…Suicidal ideation (SI) often precedes and predicts suicide attempt and death, is the most common suicidal phenotype and is over-represented in veterans. …”
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An Integrated Platform Combining Immersive Virtual Reality and Physiological Sensors for Systematic and Individualized Assessment of Stress Response (bWell): Design and Implementat... by Budhachandra Khundrakpam, Melanie Segado, Jesse Pazdera, Vincent Gagnon Shaigetz, Joshua A Granek, Nusrat Choudhury

“…While our conceptual model highlights the role of HRV in providing valuable insights into stress responses, future research will involve multivariate and machine learning analyses to predict individual stress responses based on comprehensive sensor data, including EMG and the VR-based behavioral data, ultimately guiding personalized stress management interventions.…”
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Exploring the Therapeutic Mechanism of Jianpi Zhidong Decoction on Tourette Syndrome Based on Proteomics and Network Pharmacology by Zhang N, Zhang H, Guo J, Ma Y, Bai X, Ma N, Ji X, Meng Y, Li H, Sangwanit T, Shi Y, Zhao J, Li X, Lin J, Cui X

“…Proteomics and network pharmacology predicted targets, validated by Western blot.Results: JPZDD alleviated stereotypic behaviors, hippocampal pathology, and modulated glucose metabolites (GLU, pyruvate, lactate, ATP). …”
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