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A novel RNN architecture to improve the precision of ship trajectory predictions
Published 2025“…To solve these challenges, Recurrent Neural Network (RNN) models have been applied to STP to allow scalability for large data sets and to capture larger regions or anomalous vessels behavior. This research proposes a new RNN architecture that decreases the prediction error up to 50% for cargo vessels when compared to the OU model. …”
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Synthesis and Stability Phase Diagram of Topological Semimetal Family LnSb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub>
Published 2024“…The presence of structurally related LnTe<sub>3</sub> in samples suggests that stability is limited by the size of Ln, due to increasing compressive strain along the layer stacking axis with decreasing size. Finally, we demonstrate that late Ln can be stabilized in LnSb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub> via substitution into larger Ln members, synthesizing La<sub>1–<i>y</i></sub>Ho<sub><i>y</i></sub>Sb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub> as a proof of concept.…”
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Synthesis and Stability Phase Diagram of Topological Semimetal Family LnSb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub>
Published 2024“…The presence of structurally related LnTe<sub>3</sub> in samples suggests that stability is limited by the size of Ln, due to increasing compressive strain along the layer stacking axis with decreasing size. Finally, we demonstrate that late Ln can be stabilized in LnSb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub> via substitution into larger Ln members, synthesizing La<sub>1–<i>y</i></sub>Ho<sub><i>y</i></sub>Sb<sub><i>x</i></sub>Te<sub>2–<i>x</i>–δ</sub> as a proof of concept.…”
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Data Sheet 1_Empagliflozin’s cardioenergetic protective effects through PPARα pathway modulation in heart failure.pdf
Published 2025“…Post-treatment, MRGlu and glucose uptake decreased markedly in the empagliflozin (EMPG) group, while no significant changes were observed in the fenofibrate (FF) group. …”
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