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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Fuzzy-Adaptive ESO Control for Dual Active Bridge Converters. [PDF]
Seo JH, Choi SJ.
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This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
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Direct Evidence for the Feedforward Neurovascular Coupling Mechanism in Humans During Task Onset: An EEG-fNIRS-TCD Multimodal Imaging Study. [PDF]
Burma JS +8 more
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Performance evaluation of a series-connected step-up/down partial power converter for battery energy storage applications. [PDF]
Liu Q +6 more
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A high efficiency active X<sup>2</sup>G boost converter with hybrid optimized proportional integral controller for PV powered EV charging applications. [PDF]
Chandrasekar G, Lakshmanan SA.
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Imputation of urban environmental sensor data using gated attention bidirectional long short-term memory (GA-BiLSTM): methods, performance, and implications. [PDF]
Lee J +9 more
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Intelligent prosthetic hips and knees: from actuation to perception and control. [PDF]
Wang X, Li Y, Yu H.
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Explainable AI-enabled adaptive fuzzy MPPT and energy management for bifacial PV and battery-powered electric vehicle charging system. [PDF]
Tiwari VK +4 more
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Research on power electronic transformer with bidirectional power flow
2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia), 2016As a major part of the future smart grid, it's important for power electronic transformer (PET) to ensure the bidirectional flow of power. This paper analyzes the bidirectional flow of power of three phase bidirectional PWM converter and bidirectional DC-DC converter.
null Xiaofei Wang, null Guorong Zhang
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