Molecular sonification for molecule to music information transfer
Molecular sonification for molecule to music information transfer
复制标题
用于分子到音乐信息传输的分子超声处理
DOI：
10.1039/d3dd00008g
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发表时间：
2023
期刊：
影响因子：
--
通讯作者：
Cernak, Tim
中科院分区：
文献类型：
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作者：
Mahjour, Babak;Bench, Jordan;Zhang, Rui;Frazier, Jared;Cernak, Tim
有机化学结构编码了有关分子原子和键排列的信息。对分子结构进行编码的最成熟的方法是通过线条绘制，尽管其他基于图形、字符串、一热编码标签或指纹阵列的表示对于分子的计算研究是至关重要的。在这里，我们展示了音乐是一种可用于编码分子结构的高维信息存储介质。所得到的方法允许将分子结构作为音乐作品来听，其中音乐的关键是基于分子属性，而旋律是基于原子和键的排列。这使得分子生成方法能够利用现代人工智能策略来生成音乐。
Organic chemical structures encode information about a molecule's atom and bond arrangement. The most established way to encode a molecular structure is through line drawing, although other representations based on graphs, strings, one-hot encoded labels, or fingerprint arrays are critical to the computational study of molecules. Here we show that music is a highly dimensional information storage medium that can be used to encode molecular structure. The resultant method allows a molecular structure to be heard as a musical composition, where the key of the music is based on the molecular properties and the melody is based on the atom and bond arrangement. This allows for a molecular generation approach that leverages modern artificial intelligence tactics for music generation.