Machine and deep learning models for predicting high pressure density of heterocyclic thiophenic compounds based on critical properties

Abstract The multifaceted effects of the presence of thiophenic compounds on the environment are significant and cannot be overlooked. As heterocyclic compounds, thiophene and its derivatives play a significant role in materials science, particularly in the design of organic semiconductors, pharmace...

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Bibliographic Details
Main Authors: Amir Hossein Sheikhshoaei, Ali Khoshsima
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09600-z
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