Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook
Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang +4 more
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An examination of the role of Big Five personality traits on employee creativity in Sudanese public universities: a gender-based approach. [PDF]
Amoozegar A +5 more
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Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin +4 more
wiley +1 more source
Beyond the Workplace: How Psychological Empowerment Influences Employee Creativity in the Saudi Hotel Sector-The Mediating Role of Affective Commitment and the Moderating Role of Psychological Safety. [PDF]
Hasanein AM, Elrayah M.
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Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
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The Impact of Self-Sacrificial Leadership on Employee Creativity: A Moderated Mediation Model in the Post-Pandemic Chinese Service Sector. [PDF]
Liu Y, Choi WS, Wang W, Kang SW.
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This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo +3 more
wiley +1 more source
Retraction: Role of social media to improve job performance with mediating role of transactive memory capability and employee creativity. [PDF]
PLOS ONE Editors.
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This article reviews the current state of bioinspired soft robotics. The article discusses soft actuators, soft sensors, materials selection, and control methods used in bioinspired soft robotics. It also highlights the challenges and future prospects of this field.
Abhirup Sarker +2 more
wiley +1 more source
Employee incremental and radical creativity
Employee creativity provides the raw materials or ingredients for organizations to remain flexible and to successfully adjust to shifting markets, competition, and technological developments. Employees exhibit creativity when they come up with novel and potentially useful ideas concerning products, services, processes, and procedures.
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