The full 乾珩量子 module catalog

Protein-Ligand Affinity docking, antibody CDR design, protein folding, ADMET, FEP, enzyme design, single-cell — the core drug-discovery stack with OpenMM / PySCF bridges.

VQE chemistry, DFT, NMR, reaction mechanisms & paths, transition states, tensor networks, battery / crystal / polymer / photocatalysis / green-chem.

AQMed magnetocardiography (MCG), cardiac anomaly classifier, LQM-based biosignal models — Qianheng Quantum QSense.

UCCSD, PES scan, excited states, InQuanto bridge, PySCF bridge — a Qianheng Chem-compatible quantum-chemistry engine.

Physics / chem / bio / math LQMs benchmarked 4×–50× against LLM baseline — Qianheng Quantum-style physics-grounded AI.

CUDA-Q-compatible hybrid quantum-classical model: the @cudaq.kernel DSL, canonical gate set, spin Hamiltonians, exp_pauli, and sample/observe/run/get_state on a numpy state-vector engine (deuteron VQE reproduces -1.7488). Adds the built-in kernel library (hwe / UCCSD / QFT / GHZ), a chemistry module (H2 Hamiltonian + VQE matching exact diagonalization), and a density-matrix engine with NoiseModel (bit-flip / depolarizing / amplitude-damping Kraus channels). Ships the real backend registry: qpp-cpu / nvidia / nvidia-mgpu / tensornet / density-matrix-cpu / stim.

A dependency-light design toolkit for transmon processors: charge-basis Cooper-pair-box diagonalization (f01, anharmonicity, charge dispersion), flux-tunable SQUID transmons (dual sweet spots, tuning range), dispersive readout (χ shift, Purcell T1), two-qubit coupling (iSWAP, static ZZ, cross-resonance), a tunable coupler with a zero-ZZ off point (Sycamore-style, on/off ~2000), and a chip designer with frequency-collision design rules (Hertzberg-style) + coherence budgeting → gate-fidelity limits. Comparable to the analysis layer of Qiskit Metal / scQubits.

Canonical quantum algorithm library used by downstream packages — variational, phase-estimation, amplitude-amplification.

Tensor-network sims, simulated bifurcation, coherent Ising, MPS/TTN — classical engines that hit quantum-class results on today's hardware.

QUBO/Ising problem builder with D-Wave Ocean + simulated annealing + chain-break repair. Portfolio, logistics, molecular-docking QUBO examples included.

Analog neutral-atom quantum computing: Rydberg array layouts, pulse programs, adiabatic schedules. Pasqal/QuEra-class.

Continuous-variable photonic quantum: Gaussian states on N bosonic modes, squeezing, homodyne, photon-number — Xanadu-style.

Kraus-channel noise models and a mixed-state simulator — depolarizing / amplitude damping / phase damping / Pauli.

IBM Runtime Primitive-style error mitigation + Fire Opal-class (twirling, dynamical decoupling, autosuite).

Toy surface code, stabilizer formalism, syndrome extraction, minimum-weight-perfect-matching decoder.

Quantum generative models: QGAN, Born machine, quantum Boltzmann — with classical surrogate training loops.

Variational-quantum-circuit policy + REINFORCE, gym-style env wrappers, entropy regularizer.

QAI Hub no-code quantum-ML playground — drag-drop VQC / QSVM / QKE / kernel methods, exports to the DAG runner.

CompactifAI-class: tensor-network compression of NN layers (HyperNova / Gilda / App / Portal).

Singularity-class no-code SDK — no-code quantum / quantum-inspired platform with HyperNova backend switch.

External hardware + provider integrations: IBM Qiskit Runtime (Estimator/Sampler V2), NVIDIA Ising (CUDA-Q / cuQuantum / CuPy).

Circuit IR, gate decomposer, qubit router, peephole + commutation optimizer. The transpilation engine behind every backend.

Classiq-style high-level quantum algorithm synthesis — model-driven circuits from abstract specs.

Cross-platform glue layer: shared job spec, credentials proxy, result adapter — the bridge between local + cloud backends.

Multi-backend router — pick the best backend per job (cost × fidelity × queue × hardware fit).

Industrial QUBO library — portfolio optimization, logistics, scheduling, max-cut, knapsack — all solvable on annealing or Ising.

Vertical industry packages with ready-to-run examples: energy grid, finance derivatives, logistics routing.

Magnetic Anomaly Navigation (MagNav) — GPS-free positioning via Earth magnetic-field map matching, Qianheng Quantum QSense.

Qianheng Studio (Enterprise Quantum Innovation) — project / workflow / dataset / experiment model on the Qianheng Quantum platform.

ReAct-style orchestrator + tool registry, auto-selects among all modules to complete research goals end-to-end.

Covalent / Orquestra-style @task decorator — local execution, lineage, cache, retry, auto-parallel.

QuaMap: circuit transpilation metrics + qubit layout enumeration + SABRE-style routing cost.

Curriculum + tutorial registry — hello-quantum, VQE by hand, QAOA max-cut, molecular-VQE walkthrough.

Research publications tracker — tracks the Qianheng Quantum Research page, arXiv + preprint feeds.