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    Superellipse Equation Describing the Geometries of <i>Abies alba</i> Tree Rings by Weiwei Huang, Kehang Ma, Jiaxin Tan, Meixiang Wei, Yunjie Lu

    Published 2024-12-01
    “…This study further used the superellipse equation (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mfenced open="|" close="|" separators="|"><mrow><mstyle scriptlevel="0" displaystyle="true"><mfrac><mrow><mi>x</mi></mrow><mrow><mi>a</mi></mrow></mfrac></mstyle></mrow></mfenced></mrow><mrow><mi>n</mi></mrow></msup><mo>+</mo><msup><mrow><mfenced open="|" close="|" separators="|"><mrow><mstyle scriptlevel="0" displaystyle="true"><mfrac><mrow><mi>y</mi></mrow><mrow><mi>β</mi></mrow></mfrac></mstyle></mrow></mfenced></mrow><mrow><mi>n</mi></mrow></msup><mo>=</mo><mn>1</mn></mrow></semantics></math></inline-formula> ) to model the geometries of 1090 tree rings of <i>A. alba</i> discs collected from five sites in Denmark. …”
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    Learning patterns of HIV-1 resistance to broadly neutralizing antibodies with reduced subtype bias using multi-task learning. by Aime Bienfait Igiraneza, Panagiota Zacharopoulou, Robert Hinch, Chris Wymant, Lucie Abeler-Dörner, John Frater, Christophe Fraser

    Published 2024-11-01
    “…Machine learning is a powerful approach for such prediction. One challenge is that some HIV-1 subtypes in currently available training datasets are underrepresented, which likely affects models' generalizability across subtypes. …”
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