qarray-rust-core
Quantum Dot Constant Capacitance Simulator is a high-performance Python package that leverages the power of Rust and Rayon to provide a fully parallelised and optimised simulation environment for quantum dots with constant capacitance.
This package provides core functionality; it is not intended that the user will interact with it directly.
Features
- Ultra-fast Simulation: Harnesses the speed of Rust and the parallelism of Rayon to deliver lightning-fast simulations.
- Constant Capacitance: Specialized for simulating quantum dots with constant capacitance, allowing precise modelling of charge dynamics.
- User-Friendly: Designed with ease of use in mind, making it accessible to both experts and newcomers in quantum dot simulations.
- Extensive Documentation: Comprehensive documentation and examples to help you get started quickly.
Installation
Install Quantum Dot Constant Capacitance Simulator using pip:
pip install qarray-rust-core
Usage
This package exposes two functions to be called from python:
ground_state_open- computes the lowest energy state of a quantum dot array with constant capacitance and which is open, such that the total number of changes is not fixed.ground_state_closed- computes the lowest energy state of a quantum dot array with constant capacitance and which is closed, such that the total number of changes is fixed.
The python code to call these functions is as follows:
from qarray-rust-core import (ground_state_open, ground_state_closed)
import numpy as np
# the dot-dot capacitance matrix
cdd = np.array([
[1, -0.1],
[-0.1, 1]
])
cdd_inv = np.linalg.inv(cdd)
# the dot-gate capacitance matrix
cgd = np.array([
[1, 0.3],
[0.3, 1]
])
# define a matrix of gate voltages to sweep over the first gate
vg = np.stack([np.linspace(-1, 1, 100), np.zeros(100)], axis = -1)
n_charge = 3 # the number of changes to confine in the quantum dot array for the closed case
threshold = 1 # threshold to avoid having to consider all possible charge states, setting it 1 is always correct, however has a computatinal cost.
n_open = ground_state_open(vg, cgd, cdd_inv, threshold, T = 0)
n_closed = ground_state_closed(vg, n_charge, cgd, cdd, cdd_inv, threshold, T = 0)
It is not intended the user ever call these functions directly.
There is a pure Python wrapper that provides a more user-friendly interface to this core functionality. See Quantum Dot Constant Capacitance Simulator. This package provides:
- A user-friendly interface to the core functionality.
- Plotting, charge sensing, virtual gate and gate voltage sweeping (1d and 2d) functionality.
- Advanced type checking using pydantic.
- Automated testing including for the functionality in this package.
- More examples.
1 maintainer
Release files for qarray-rust-core 1.3.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| qarray_rust_core-1.3.1.tar.gz | 14.2 kB | Details |
Built distributions (wheels)
Total release size: 10.2 MB
Release files / qarray_rust_core-1.3.1.tar.gz
| Download URL | qarray_rust_core-1.3.1.tar.gz |
|---|---|
| Size | 14.2 kB |
| Tags | Source |
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Release files / qarray_rust_core-1.3.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | qarray_rust_core-1.3.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 383.4 kB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.10 PyPy 3.10 7.3 |
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Release files / qarray_rust_core-1.3.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | qarray_rust_core-1.3.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 383.5 kB |
| Tags | Linux glibc 2.12+ x86-32 PyPy 3.10 PyPy 3.10 7.3 |
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Release files / qarray_rust_core-1.3.1-cp312-none-win_amd64.whl
| Download URL | qarray_rust_core-1.3.1-cp312-none-win_amd64.whl |
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| Size | 252.9 kB |
| Tags | CPython 3.12 Windows x86-64 |
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| Size | 230.1 kB |
| Tags | CPython 3.12 Windows x86-32 |
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Release files / qarray_rust_core-1.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Release files / qarray_rust_core-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | qarray_rust_core-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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Release files / qarray_rust_core-1.3.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | qarray_rust_core-1.3.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl |
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Release files / qarray_rust_core-1.3.1-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | qarray_rust_core-1.3.1-cp310-cp310-macosx_11_0_arm64.whl |
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