From 838ac25aec7d9a415651e01f5e009d734d99c448 Mon Sep 17 00:00:00 2001 From: "Kevin J. Sung" Date: Thu, 21 Sep 2023 18:56:28 -0400 Subject: [PATCH] add fsim gate --- python/ffsim/__init__.py | 1 + python/ffsim/gates/__init__.py | 1 + python/ffsim/gates/basic_gates.py | 62 ++++++++++++++++++- .../{gates_test.py => basic_gates_test.py} | 32 +++++++++- 4 files changed, 93 insertions(+), 3 deletions(-) rename tests/gates/{gates_test.py => basic_gates_test.py} (91%) diff --git a/python/ffsim/__init__.py b/python/ffsim/__init__.py index ceda0a504..2400ec084 100644 --- a/python/ffsim/__init__.py +++ b/python/ffsim/__init__.py @@ -32,6 +32,7 @@ ) from ffsim.gates import ( apply_diag_coulomb_evolution, + apply_fsim_gate, apply_givens_rotation, apply_hop_gate, apply_num_interaction, diff --git a/python/ffsim/gates/__init__.py b/python/ffsim/gates/__init__.py index 068ce6f5a..3caf2a867 100644 --- a/python/ffsim/gates/__init__.py +++ b/python/ffsim/gates/__init__.py @@ -11,6 +11,7 @@ """Fermionic quantum computation gates.""" from ffsim.gates.basic_gates import ( + apply_fsim_gate, apply_givens_rotation, apply_hop_gate, apply_num_interaction, diff --git a/python/ffsim/gates/basic_gates.py b/python/ffsim/gates/basic_gates.py index 299210553..97e1ac484 100644 --- a/python/ffsim/gates/basic_gates.py +++ b/python/ffsim/gates/basic_gates.py @@ -323,8 +323,8 @@ def apply_hop_gate( ) -> np.ndarray: r"""Apply a hop gate. - A "hop gate" is a Givens rotation gate followed by a number-number interaction - gate with angle pi: + A "hop gate" is a Givens rotation gate followed by a number-number interaction with + angle pi: .. math:: @@ -367,3 +367,61 @@ def apply_hop_gate( vec, np.pi, target_orbs, norb=norb, nelec=nelec, copy=False ) return vec + + +def apply_fsim_gate( + vec: np.ndarray, + theta: float, + phi: float, + target_orbs: tuple[int, int], + norb: int, + nelec: tuple[int, int], + *, + copy: bool = True, +) -> np.ndarray: + r"""Apply an fSim gate. + + An fSim gate consists of a tunneling interaction followed by a number-number + interaction (note the negative sign convention for the angles): + + .. math:: + + \text{fSim}(\theta, \phi) = \text{NN}(-\phi) \text{T}(-\theta) + = \exp\left(-i \phi a^\dagger_i a_i a^\dagger_j a_j\right) + \exp\left(-i \theta (a^\dagger_i a_j + a^\dagger_j a_i)\right) + + Under the Jordan-Wigner transform, this gate has the following matrix when applied + to neighboring qubits: + + .. math:: + + \begin{pmatrix} + 1 & 0 & 0 & 0 \\ + 0 & \cos(\theta) & -i \sin(\theta) & 0\\ + 0 & -i \sin(\theta) & \cos(\theta) & 0\\ + 0 & 0 & 0 & e^{-i \phi} \\ + \end{pmatrix} + + Args: + vec: The state vector to be transformed. + theta: The rotation angle. + target_orbs: The orbitals (i, j) to rotate. + norb: The number of spatial orbitals. + nelec: The number of alpha and beta electrons. + copy: Whether to copy the vector before operating on it. + - If ``copy=True`` then this function always returns a newly allocated + vector and the original vector is left untouched. + - If ``copy=False`` then this function may still return a newly allocated + vector, but the original vector may have its data overwritten. + It is also possible that the original vector is returned, + modified in-place. + """ + if copy: + vec = vec.copy() + vec = apply_tunneling_interaction( + vec, -theta, target_orbs, norb=norb, nelec=nelec, copy=False + ) + vec = apply_num_num_interaction( + vec, -phi, target_orbs, norb=norb, nelec=nelec, copy=False + ) + return vec diff --git a/tests/gates/gates_test.py b/tests/gates/basic_gates_test.py similarity index 91% rename from tests/gates/gates_test.py rename to tests/gates/basic_gates_test.py index 8b72cd838..498fbd58c 100644 --- a/tests/gates/gates_test.py +++ b/tests/gates/basic_gates_test.py @@ -8,7 +8,7 @@ # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. -"""Tests for gates.""" +"""Tests for basic gates.""" from __future__ import annotations @@ -321,3 +321,33 @@ def mat(theta: float) -> np.ndarray: phase_11=phase_11, norb=norb, ) + + +def test_apply_fsim_gate_matrix(): + """Test applying fSim gate matrix.""" + norb = 4 + rng = np.random.default_rng() + + def mat(theta: float) -> np.ndarray: + c = np.cos(theta) + s = np.sin(theta) + return np.array([[c, -1j * s], [-1j * s, c]]) + + phase_00 = 1 + + for _ in range(5): + theta = rng.uniform(-10, 10) + phi = rng.uniform(-10, 10) + phase_11 = np.exp(-1j * phi) + for i, j in itertools.combinations(range(norb), 2): + for target_orbs in [(i, j), (j, i)]: + assert_has_two_orbital_matrix( + lambda vec, norb, nelec: ffsim.apply_fsim_gate( + vec, theta, phi, target_orbs=target_orbs, norb=norb, nelec=nelec + ), + target_orbs=target_orbs, + mat=mat(theta), + phase_00=phase_00, + phase_11=phase_11, + norb=norb, + )