RESEARCH PAPER · Scientific Reports · 2026
Interpretable machine learning for thermoelectric materials design with Kolmogorov–Arnold networks
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Backward Mapping from Device Targets to Chemical Genomes for Interpretable Discovery of Phase-Stable Lead-Free Double Perovskites with DFT-Validated Design Rules
SSRN Electronic Journal · 2026-01-01
Nafis Ahtasum, Sohanur Rahman Sohan, Md. Mostaq Ahmed Himel, Md. Zahid Hassan, Muhammad Harussani Moklis, Md Rafiul Alam Roni
Read original paper ↗ ·From molecular descriptors to data-driven design: Multiscale modelling and machine learning for shape memory polymers
Next Materials · 2026-08-10
Peerawat Prathumrat, Manunya Okhawilai, Mostafa Nikzad, Elnaz Hajizadeh
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