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Algorithms · Product-formula Hamiltonian simulation

Trotter–Suzuki Hamiltonian simulation

Approximates the time evolution of a Hamiltonian with non-commuting terms by alternating their individual exponentials.

Strong empiricalUpdated

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A small worked example, computed in your browser. It is not a result from this record's papers.

2 Trotter steps of a transverse-field Ising chain

4 qubits starting at |0000⟩, J=1, h=0.5, dt=0.3, 2 first-order Trotter steps.

q0q1q2q3Step 1 of 2 · Ising Trotter step(4)Ising Trotter step(4)Step 2 of 2 · Ising Trotter step(4)Ising Trotter step(4)

Step 1 of 2 · Ising Trotter step(4)

Probability of each outcome after this step

  • 000091%
  • 00012%
  • 00102%
  • 01002%
  • 10002%
  • 00110%
  • 01010%
  • 01100%
  • 8 more outcomes0%
Amplitude and phase after this step
OutcomeProbabilityRelative phase
000091.4%0
00012.1%3π/2
00102.1%3π/2
01002.1%3π/2
10002.1%3π/2
00110.0%π
01010.0%π
01100.0%π

8 more outcomes (0.1% between them)

Phases are measured against the largest amplitude. A global phase is not observable, so only the differences carry meaning.

  1. First Trotter step: RZZ(2*J*dt) couples each neighbouring pair on the line, then RX(2*h*dt) applies the transverse field to every qubit.

    Probability spreads from 1 outcome to 16.

  2. Second Trotter step, identical to the first. Together the two steps approximate exp(−i·H·2·dt) for this chain's Hamiltonian.

    Probability moves between the same 16 outcomes. Up: 0001 2.1% → 6.4%, 1000 2.1% → 6.4%. Down: 0000 91.4% → 75.2%. This is the step that entangles the qubits: from here on no single qubit has a state of its own, only the register as a whole does.

Readout The state spreads from |0000⟩ across several nearby basis states. The exact split is a regression value from this file's own simulator, not a claim about a real material.

Open in Studio
  • Steps3
  • Wires1
  • Qubits1 (toy instance)
  • Trotter stepsr = 4 (shown)
  • Error scalingO(t²/r) first order
  • Papers2
TakesNothingWhat joins here

No input port at this edge: the record publishes no gate sequence and no register, so there is nothing here to read one off — and unlike a declared hole, nothing has been recorded about what belongs here.

Nothing in the Atlas meets this end.

ReturnsNothingWhat joins here

No output port at this edge: the record publishes no gate sequence and no register, so there is nothing here to read one off — and unlike a declared hole, nothing has been recorded about what belongs here.

Nothing in the Atlas meets this end.

This record publishes no gate sequence and no register, so there is nothing here to read an interface off. Absent rather than empty. See all 152 →

References

  • Universal Quantum Simulators

    Seth Lloyd · 1996

    Original proof that a quantum computer can efficiently simulate local Hamiltonians via Trotterization, with the O(t²/r) error bound.

  • A Theory of Trotter Error

    Andrew M. Childs, Yuan Su, Minh C. Tran, Nathan Wiebe, Shuchen Zhu · 2019

    Tighter Trotter error bounds in terms of nested commutators, sharpening the resource estimates used in practice.

Strong empirical
  • Verified by construction
  • Small-instance agreement
  • Peer-reviewed paper
Method
The circuit alternates RX/RZ layers implementing a first-order Trotter step for H=X+Z. The exact (non-Trotterized) evolution e^{-iHt}|0> is derived analytically at a specific t and compared against the target the Trotter circuit approximates.
Result
Pass · at t=π/(2√2), exact evolution under H=X+Z gives P(|0>)=P(|1>)=0.5 exactly, the target the Trotter circuit converges to as the step count r grows.
Caveat
This record verifies the product-formula construction and an exact target state at one qubit; it does not measure the actual Trotter error at finite r on hardware.
Universal Quantum Simulators ↗
Kind
curated reference
Reviewed by
Leona Quantum curation pass
License
CC BY 4.0-compatible reference metadata
hamiltonian simulationtrotterproduct formulatime evolution
  • Simulating molecular and materials Hamiltonians for chemistry
  • Quantum dynamics of spin chains and lattice models
  • Subroutine inside QITE and other time-dependent simulation methods

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