Figure 1. Schematic diagram of the overall workflow of physical embedding machine learning force field: including high-order isovariant models, physical knowledge-guided adaptive bond length sampling ...
In chemical learning, a molecule is encoded in a computable format to develop quantitative structure-activity or structure-property relationships (QSAR or QSPR) by a machine learning model. A molecule ...
As a pivotal branch of machine learning, manifold learning uncovers the intrinsic low-dimensional structure within complex non-linear manifolds in high-dimensional space for visualization, ...
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