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DeepSCM: An efficient convolutional neural network surrogate model for the screening of therapeutic antibody viscosity

Predicting high concentration antibody viscosity is essential for developing subcutaneous administration. Computer simulations provide promising tools to reach this aim. One such model is the spatial charge map (SCM) proposed by Agrawal and coworkers (mAbs. 2015, 8(1):43–48). SCM applies molecular d...

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Autor principal: Pin-Kuang Lai
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-01-01
Colecção:Computational and Structural Biotechnology Journal
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Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2001037022001520
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