Aug 2026
Molecular Property Prediction via Sparse Binary Matrix Representation and Convolutional Neural Networks
The SBMR-CNN model demonstrates highly competitive accuracy, outperforming the CM, Uni-Mol+, and MPNN-2D benchmarks, while closely approaching the performance of the more computationally intensive MPNN-3D and SOAP descriptors, as well as the RF-MF model.
Abdulaziz W. Alherz, C. Tezak, Mohammed S. Alhajeri
· Industrial & Engineering... · 0 citations