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wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers
quantum_chem: a molecule's ground state by DMRG from its FCIDUMP integrals.
- The second-quantised Hamiltonian lives on spin-orbital sites (alpha and
  beta side by side) via Jordan-Wigner, and compiles exactly into an MPO
  through OpSum. A sector penalty costs no bond, because its terms merge with
  the Coulomb ones.
- DMRG starts from Hartree-Fock with complete bases and keeps them complete
  (cutoff 0). With a positive cutoff it stalled at Hartree-Fock (Brillouin)
  or at the state's own rank.
- Full CI by direct CI over alpha/beta strings is the referee; it matches an
  independent program to 1e-9.
- Results: LiH and H2O reach full CI to 1e-13 in one sweep. N2 (20 spin
  orbitals) at bond 64 comes within 3.6e-4.

quantum_nqs: neural quantum states.
- Spin models on any graph, with exact diagonalisation and an OpSum form for
  DMRG.
- A real RBM with Marshall's sign; variational Monte Carlo by Metropolis
  chains or exact enumeration.
- Stochastic reconfiguration, solved in parameter or sample space, which
  give the same step.
- Results: 4x4 Heisenberg comes within 4.6e-4 of exact diagonalisation, and
  the critical 4x4 Ising model within its error bar. On 6x6 it meets DMRG
  at 3.6e-3, still descending.

DMRG's Lanczos now stops on the Ritz residual estimate, which re-pinned
DMRG. New pins chemistry_by_dmrg and neural_quantum_states pass natively and
under wasm32-wasip2. The CLI gains chem and nqs, byte-identical under WASI.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
2026-10-05 16:15:50 -04:00
..
bb72_p003_c6.dem wai-quantum 0.3.30: qLDPC memory at circuit level, re-derived from the circuit up 2026-10-04 21:30:40 -04:00
h2.fcidump wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
h2o.fcidump wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
h6.fcidump wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
lih.fcidump wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
memory_x_d3.circuit wai-quantum 0.3.25: error correction at circuit level, sampled, modelled and decoded exactly 2026-10-04 14:21:56 -04:00
memory_x_d3.dem wai-quantum 0.3.25: error correction at circuit level, sampled, modelled and decoded exactly 2026-10-04 14:21:56 -04:00
memory_z_d5.circuit wai-quantum 0.3.25: error correction at circuit level, sampled, modelled and decoded exactly 2026-10-04 14:21:56 -04:00
yoked_footprint_oracle.csv wai-quantum 0.3.29: the architecture around the code, priced, and the 2025 factoring machine re-run 2026-10-04 17:33:48 -04:00