2025
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
ICML 2025poster
Hamiltonian matrix prediction is pivotal in computational chemistry, serving as the foundation for determining a wide range of molecular properties. While SE(3) equivariant graph neural networks have achieved remarkable success in this domain, their substantial computational cost—driven by high-orde…