Implementations of Quantum and Classical Topology-Aligned Architectures for Molecular Property Prediction

James T. Pegg, Hubert Okadome Valencia, Ronin Wu

For low-data and resource-constrained regimes typical of quantum chemistry, parameter-efficient learning is a key objective. Here, we propose a topology-aligned inductive bias in w…