2 papers
physics.chem-ph2025
Omics-scale polymer computational database transferable to real-world artificial intelligence applications
Ryo Yoshida, Yoshihiro Hayashi, Hidemine Furuya +103
Developing large-scale foundational datasets is a critical milestone in advancing artificial intelligence (AI)-driven scientific innovation. However, unlike AI-mature fields such a…
cond-mat.soft2025
Machine Learning for Polymer Chemical Resistance to Organic Solvents
Shogo Kunieda, Mitsuru Yambe, Hiromori Murashima +6
Predicting the chemical resistance of polymers to organic solvents is a longstanding challenge in materials science, with significant implications for sustainable materials design…