Improving Generalization and Trainability of Quantum Eigensolvers via Graph Neural Encoding

Jungyun Lee, Daniel K. Park

Determining the ground state of a many-body Hamiltonian is a central problem across physics, chemistry, and combinatorial optimization, yet it is often classically intractable due…