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cond-mat.dis-nn2026
Neural Quantum States for Nuclear Magnetic Resonance Spectroscopy
Bharadwaj Chowdary Mummaneni, Bo Xing
Predicting a nuclear magnetic resonance (NMR) spectrum from first principles requires propagating a quantum state of dimension for coupled spins, which becomes intractabl…
cond-mat.str-el2026
Hidden Unit Interpretability in RBM Quantum States:Encoding Antiferromagnetic Order in Heisenberg Spin Rings
Bharadwaj Chowdary Mummaneni, Manas Sajjan
We investigate how Restricted Boltzmann Machines (RBMs) encode antiferromagnetic order when trained as variational ansätze for one-dimensional Heisenberg spin rings with periodic b…