No project description provided
Project description
Rusty Capacitance Model 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 rusty-capacitance-model-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 rusty_capacitance_model_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)
n_closed = ground_state_closed(vg, n_charge, cgd, cdd, cdd_inv, threshold)
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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Hashes for rusty_capacitance_model_core-1.4.1.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 873e31a27689462963196b10f5ff69dd767afb832b99bd0c5e4d16854c2f4f30 |
|
MD5 | cb81c93f7e8279c920e0ca111902880f |
|
BLAKE2b-256 | 9326ac3da6e4c355967661d319a1c24348c44f050f9b73a22eba92ef9522d1f5 |
Hashes for rusty_capacitance_model_core-1.4.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 01795c847ba8d166da7102566f8dd695b13e86af1d0791aa51636559da32ca09 |
|
MD5 | 5e45ad4faec8cf5ece599e92d1b0e77f |
|
BLAKE2b-256 | 348e5f79570f7008e2e79c281d350f401132a30e5657c01da03d3e088b72d65f |
Hashes for rusty_capacitance_model_core-1.4.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb9c3c35ffb190cb2f6000ab3d389769cfc349161672bd6901d2d7586f6fd930 |
|
MD5 | c03547fe7c42260d02984619e0f53995 |
|
BLAKE2b-256 | e2b09330e54d33e5039e5667b07cb95e7acfa8e817a5a65fc994476a24048d97 |
Hashes for rusty_capacitance_model_core-1.4.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9659efe9a9422638f520e3b865b1582432a67a3683f3d9818df95d1903d9df33 |
|
MD5 | cb674b5d9a692c53faac3ef2033cfb23 |
|
BLAKE2b-256 | 94d8e30854bdaa7eaaca21ad3cde4c8010d88cbe4be32311fedca1fe911a11ff |
Hashes for rusty_capacitance_model_core-1.4.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92b27e197ed9c8c6a1058d20bb0e36e29f69036a9f819a6f95557426e4b85334 |
|
MD5 | e4292e682f4689e2590d5d0370bbd5e1 |
|
BLAKE2b-256 | cdc7fb0a5f0a8d85cd753db31b24aedf74196663bb472501ebdac209b7cb3739 |
Hashes for rusty_capacitance_model_core-1.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1f8e19265c184df07068856672dec55dcc6ac0f1ee4b329a88c1e0757f0d5c0e |
|
MD5 | 4aa00083b192869bb87413a3c003241e |
|
BLAKE2b-256 | 144a4d7bf9befa591449376f6b8e4c13dc2c242236d41e5b241230e3976b6486 |
Hashes for rusty_capacitance_model_core-1.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45f8795089e75114bdca4a8bb3139173ed574ddf73c9fce58ef69c526692bd73 |
|
MD5 | 5a94bfec5399042de3fa200d7e5f1c33 |
|
BLAKE2b-256 | be1969d7e9fe4595930912fd9d969082b7f97211f4ef072bf93e8401f53fa234 |
Hashes for rusty_capacitance_model_core-1.4.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6d6495b0ec2a5da9cd3c941a3e3f68711000796f3135d3ce820f86633e8579f4 |
|
MD5 | aa56e1c8c58cce5919bca86661a01f6d |
|
BLAKE2b-256 | f2f8e377c8b37da1e8173e22c4b29d3f44a5a968e4e5f5c71c069b6d79381080 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0696fc4027ac08fa6844e205ac64dc09f95e32cd85016810ab2af764e10f99a8 |
|
MD5 | b7dc8b7c93bb81ff41a0924bce9af33b |
|
BLAKE2b-256 | e43db0663a2e5e626da48776409118621f3b7ab52d9e78822d3836821e45f374 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cc12da2820b39b88ead5f4c0e53de35601883aae2b22d66f8e045b92092e719a |
|
MD5 | ff2fe82212bbd2593818726a38692c77 |
|
BLAKE2b-256 | ace5d778824a3629059062668a091282909f95011446c0fb8a24a733a14d080d |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 51520bc743523ddb006fe259aa16c1a85ea49b1b2146f9437416144fba38959f |
|
MD5 | 60243332588a4aac45076834b0d1adbf |
|
BLAKE2b-256 | fcd4e7418d1b92b992396528279aba52133846f2185da6ddc6bd04683aa13878 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fba40003fac6d52976fdf73258b7fbad4a9c17ea9d287257df599cf564064d63 |
|
MD5 | 03a53222aa00df26c04b08be70dd7c67 |
|
BLAKE2b-256 | 2f3fee806c34e11b2b066f69b0b0c8a23707209aee79fee407749208f44fc00a |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 76f7de5b4baf8ff3484fe59df1b8ca94b48a938e276d54cc2b6e1668474c1f1f |
|
MD5 | b5f85ed8fa65acb9d5f8c238919ea31a |
|
BLAKE2b-256 | 309e2ac5f45be76064ff8bbaed698b377e4007fc29b7a466b705997b9b0799a0 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc61af4a2ff7fedd11949cb3878b74febd6571816950e70db4e6afad3a76a5cc |
|
MD5 | f8a4de17615019f6338e60998aec47d8 |
|
BLAKE2b-256 | 3ea49cf91117eeccb5d052f7ad68b4e5426e4a6c098979a9f01e905039f459de |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2c4cf6a556ac8ef08bafff12552303e9050f0a3070753380b8f3fff781ffb8a0 |
|
MD5 | cf365c167051d479300eb5656a090219 |
|
BLAKE2b-256 | e676a01517a095efd29bd6eaf66672c65920c54547f94c7e13217a6179b579b9 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e21b049c560474c8b5760447103b9ad0fb0c347b1a8b4d6a94a2825136e407c4 |
|
MD5 | 8b32f85d61f0509e3cdcf91ae220a8a9 |
|
BLAKE2b-256 | b221b4ed3e1de914fd24b5d050dbb82adcfe955a5fbc3e795e320d0ab1eb96f0 |
Hashes for rusty_capacitance_model_core-1.4.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d39cf02b162af0128ece1e18fe09a7c92ac7fc2fde30dfedf02f1b937201c0e |
|
MD5 | 4449a8246ff38ff183ba8635cc11d9a8 |
|
BLAKE2b-256 | 5046aef2b81f1fd8cf145397fece2c7a45bab00e3e9c515aeff7e8618c0a3537 |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f2dec5bb80fc2c77847744d40be5d9bd09842bc7e6861113930b934f40c98b40 |
|
MD5 | 179b85d4b729041e5cab34c58875c6d6 |
|
BLAKE2b-256 | 07396e5f7e99462fc0adbb0ce6e85af064e595c505cbafcf0ab0be2c0285812e |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8ae6b84cf26f5b520a8ae66eca31cfc010f728713fbf424e12c797f174f2e8bf |
|
MD5 | 8ce675566052282eb88b408735ae41bb |
|
BLAKE2b-256 | 9c9f71e5eec0f5768b6e416e88fdefd20cbbce20463eb66990ed56a1c27af81d |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4508b069e62c06cdf291e6e99a04324d738bc0e5bf83aec99e633c8c5d56219a |
|
MD5 | a36030298b508a8d9e0d10d4788312c6 |
|
BLAKE2b-256 | 1e3af933f3b646fe759a9d61d1cc61b737af2526db2043b8c48853def78c3586 |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 58ff7fb4f715ef84717beab31a29ea0048ff150089fc1428dde1b30a23efa340 |
|
MD5 | e08b32b35483f6bee43a72b725daf56c |
|
BLAKE2b-256 | d1df06c94b842ff58bc973114693a32872f185849f04f1d5a29a4ebedeb12d7b |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dbe4357fc6d4a51d3dba1437538b70c95c9ab7a20da0fd8ea35484f5d0b4c134 |
|
MD5 | f82d0a252e592a2b3a9dc9fc549c6d7b |
|
BLAKE2b-256 | 8d54c4e8ee332fb56025e63a2329cecefc33cb39359e6581a0550aaca0dc9dbf |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7725624b67758b628db29aa2db5977acd43abc70b2241b50e8e03bd5cbdccad1 |
|
MD5 | e283825721b0e1b009d109e0ff71d12a |
|
BLAKE2b-256 | cde823a029cfe8e4754924ee0bdfe5fbe2ffd450904d2edffe2e9aa103285fc2 |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 933e115af9aead69e6990ebf76d84619e0bab1bc2a4d8af2235da5dfd2149bf0 |
|
MD5 | e9eabbf9db07f5a69761aaf242647c25 |
|
BLAKE2b-256 | 483a39e6f10d3cb4caeb8bc72825aa059ca76895ace9698e3b4cf92716cd520d |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9537581cdbd19c2af9a13753d82621f1e3a5a0d8c9a44734342f71cd4787f013 |
|
MD5 | 32d78b1d980d74b3c6d0da70cc724f62 |
|
BLAKE2b-256 | 84e5cd1c60024c4211a413790ae8149a5d67ca25b75c2cac7099e9ff669b0f44 |
Hashes for rusty_capacitance_model_core-1.4.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1eec4c7d4696a750d0874c56fb2f201b24d21f581e2c4266720c0742fb69fe47 |
|
MD5 | 48076768723704b03c996127bf4f1704 |
|
BLAKE2b-256 | 4e598a619960d30a19a5f516b105b37b9c1d12b7585b6706bfc6059e0588abcd |