Qibolab: an open-source hybrid quantum operating system

We present Qibolab, an open-source software library for quantum hardware control integrated with the Qibo quantum computing middleware framework. Qibolab provides the software layer required to automatically execute circuit-based algorithms on custom self-hosted quantum hardware platforms. We introduce a set of objects designed to provide programmatic access to quantum control through pulses-oriented drivers for instruments, transpilers and optimization algorithms. Qibolab enables experimentalists and developers to delegate all complex aspects of hardware implementation to the library so they can standardize the deployment of quantum computing algorithms in a hardware-agnostic way. We first describe the status of all components of the library, then we show examples of control setup for superconducting qubits platforms. Finally, we present successful application results related to circuit-based algorithms.Comment: 18 pages, 10 figures, code available at https://github.com/qiboteam/qibola

Influence of a quality improvement intervention on rehabilitation outcomes of children (6-24 months) with acute malnutrition: a retrospective study in rural Angola

Background Defaulting is the most frequent cause of Community Management of Acute Malnutrition (CMAM) program failure. Lack of community sensitization, financial/opportunity costs and low quality of care have been recognized as the main driving factors for default in malnutrition programs. The present study aimed to evaluate if a logistic reorganization (generic outpatient department, OPD vs dedicated clinic, NRU) and a change in management (dedicated vs non dedicated staff) of the follow-up of children between 6 and 24 months of age with acute malnutrition, can reduce the default, relapse and readmission rate and increase the recovery rate. Methods Retrospective observational study on the impact of quality improvement interventions on rehabilitation outcomes of children (6-24 months) with acute malnutrition, admitted at the Catholic Mission Hospital of Chiulo (Angola) from January 2018 to February 2020. Main outcome measures were recovery rate, the default rate, the relapse rate, and the readmission rate. Results The intervention was associated with a decrease in the default rate from 89 to 76% (p = 0.02). Recovery rate was 69% in OPD and 88% in NRU (p = 0.25). Relapse rate was nil. Conclusions The present study supports the hypothesis that an improvement in quality of care can positively influence the rehabilitation outcomes of malnourished children. Further studies are needed to identify children at risk of low adherence to follow-up visits to increase the effectiveness of rehabilitation programs

qiboteam/qibocal: Qibocal 0.0.1

What's Changed <ul> <li>Add poetry-black setup by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/3">https://github.com/qiboteam/qibocal/pull/3</a></li> <li>[WIP] Add randomized benchmarking routine by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/4">https://github.com/qiboteam/qibocal/pull/4</a></li> <li>adding unit test by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/11">https://github.com/qiboteam/qibocal/pull/11</a></li> <li>Versioning by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/16">https://github.com/qiboteam/qibocal/pull/16</a></li> <li>Adding tests by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/18">https://github.com/qiboteam/qibocal/pull/18</a></li> <li>Adding docs by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/17">https://github.com/qiboteam/qibocal/pull/17</a></li> <li>Implement new action runcard design and decorators by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/9">https://github.com/qiboteam/qibocal/pull/9</a></li> <li>Adding pyupgrade by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/22">https://github.com/qiboteam/qibocal/pull/22</a></li> <li>Live plotting using flask and html templates by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/26">https://github.com/qiboteam/qibocal/pull/26</a></li> <li>adding responsive design by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/34">https://github.com/qiboteam/qibocal/pull/34</a></li> <li>Static HTML report by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/29">https://github.com/qiboteam/qibocal/pull/29</a></li> <li>Update installation instructions by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/40">https://github.com/qiboteam/qibocal/pull/40</a></li> <li>Server scripts by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/48">https://github.com/qiboteam/qibocal/pull/48</a></li> <li>qq-upload by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/47">https://github.com/qiboteam/qibocal/pull/47</a></li> <li>Fix bug in <code>Dataset</code> class by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/42">https://github.com/qiboteam/qibocal/pull/42</a></li> <li>Fix multiqubit sections layout by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/50">https://github.com/qiboteam/qibocal/pull/50</a></li> <li>Add fitting to calibration routines by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/25">https://github.com/qiboteam/qibocal/pull/25</a></li> <li>Add plot decorator by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/45">https://github.com/qiboteam/qibocal/pull/45</a></li> <li>David/routines qblox multiplex by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/53">https://github.com/qiboteam/qibocal/pull/53</a></li> <li>Fix probems for fitting by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/55">https://github.com/qiboteam/qibocal/pull/55</a></li> <li>Live plotting multi-qubit and scripts for basic experiments working by @maxhant in <a href="https://github.com/qiboteam/qibocal/pull/30">https://github.com/qiboteam/qibocal/pull/30</a></li> <li>speedup Dataset add() and fix bug by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/61">https://github.com/qiboteam/qibocal/pull/61</a></li> <li>David/live fitting rabis by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/56">https://github.com/qiboteam/qibocal/pull/56</a></li> <li>Update Qibolab dependency by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/69">https://github.com/qiboteam/qibocal/pull/69</a></li> <li>David/live fitting ramsey by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/57">https://github.com/qiboteam/qibocal/pull/57</a></li> <li>David/live fitting t1 by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/58">https://github.com/qiboteam/qibocal/pull/58</a></li> <li>David/fitting flipping by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/65">https://github.com/qiboteam/qibocal/pull/65</a></li> <li>Alvaro/calibrate state binning pr by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/63">https://github.com/qiboteam/qibocal/pull/63</a></li> <li>David/fitting_allXY by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/70">https://github.com/qiboteam/qibocal/pull/70</a></li> <li>Implement actions executing circuits by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/66">https://github.com/qiboteam/qibocal/pull/66</a></li> <li>David/fitting dispersive shift by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/75">https://github.com/qiboteam/qibocal/pull/75</a></li> <li>Renaming <code>qcvv</code> to <code>qibocal</code> by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/93">https://github.com/qiboteam/qibocal/pull/93</a></li> <li>Fixing tests by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/89">https://github.com/qiboteam/qibocal/pull/89</a></li> <li>Update platform runcard after every calibration by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/82">https://github.com/qiboteam/qibocal/pull/82</a></li> <li>Drag Pulse Tuning with [Rx(pi/2) - Ry(pi)] - [Ry(pi/2) - Rx(pi)] by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/90">https://github.com/qiboteam/qibocal/pull/90</a></li> <li>Add calibration routines from qibolab by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/8">https://github.com/qiboteam/qibocal/pull/8</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/97">https://github.com/qiboteam/qibocal/pull/97</a></li> <li>Fix security problems by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/102">https://github.com/qiboteam/qibocal/pull/102</a></li> <li>Update workflow by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/113">https://github.com/qiboteam/qibocal/pull/113</a></li> <li>Fix double connection issue by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/115">https://github.com/qiboteam/qibocal/pull/115</a></li> <li>Enable workflow for multiple OS by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/118">https://github.com/qiboteam/qibocal/pull/118</a></li> <li>add Dataset set() by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/116">https://github.com/qiboteam/qibocal/pull/116</a></li> <li>Update qibolab4qibocal.rst by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/125">https://github.com/qiboteam/qibocal/pull/125</a></li> <li>Readme by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/127">https://github.com/qiboteam/qibocal/pull/127</a></li> <li>Introduction updated in documentation by @MatteoRobbiati in <a href="https://github.com/qiboteam/qibocal/pull/123">https://github.com/qiboteam/qibocal/pull/123</a></li> <li>Testing documentation examples in workflow by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/131">https://github.com/qiboteam/qibocal/pull/131</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/138">https://github.com/qiboteam/qibocal/pull/138</a></li> <li>Update deps by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/135">https://github.com/qiboteam/qibocal/pull/135</a></li> <li>Add tests on data structures by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/130">https://github.com/qiboteam/qibocal/pull/130</a></li> <li>added spin echo 3 pulses and live plotting by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/129">https://github.com/qiboteam/qibocal/pull/129</a></li> <li>Minor fixes by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/122">https://github.com/qiboteam/qibocal/pull/122</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/148">https://github.com/qiboteam/qibocal/pull/148</a></li> <li>Test fitting by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/139">https://github.com/qiboteam/qibocal/pull/139</a></li> <li>From rtd to furo sphinx theme by @MatteoRobbiati in <a href="https://github.com/qiboteam/qibocal/pull/145">https://github.com/qiboteam/qibocal/pull/145</a></li> <li>qq-compare by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/128">https://github.com/qiboteam/qibocal/pull/128</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/163">https://github.com/qiboteam/qibocal/pull/163</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/171">https://github.com/qiboteam/qibocal/pull/171</a></li> <li>Fix typos by @MatteoRobbiati in <a href="https://github.com/qiboteam/qibocal/pull/170">https://github.com/qiboteam/qibocal/pull/170</a></li> <li>Fixing windows installation by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/172">https://github.com/qiboteam/qibocal/pull/172</a></li> <li>Bump certifi from 2022.9.24 to 2022.12.7 by @dependabot in <a href="https://github.com/qiboteam/qibocal/pull/176">https://github.com/qiboteam/qibocal/pull/176</a></li> <li>Fixing tests failing on MacOS by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/178">https://github.com/qiboteam/qibocal/pull/178</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/179">https://github.com/qiboteam/qibocal/pull/179</a></li> <li>added web visualization of multiple data reports by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/156">https://github.com/qiboteam/qibocal/pull/156</a></li> <li>delete table of contents by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/180">https://github.com/qiboteam/qibocal/pull/180</a></li> <li>New features pending on qibolab PR#161 (alvaro/binning_pr) by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/117">https://github.com/qiboteam/qibocal/pull/117</a></li> <li>Passing list of qubits for each calibration routines by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/164">https://github.com/qiboteam/qibocal/pull/164</a></li> <li>Calibration docs by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/134">https://github.com/qiboteam/qibocal/pull/134</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/182">https://github.com/qiboteam/qibocal/pull/182</a></li> <li>Add platform runcard in qq runcard by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/183">https://github.com/qiboteam/qibocal/pull/183</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/186">https://github.com/qiboteam/qibocal/pull/186</a></li> <li>New docs font and version display by @MatteoRobbiati in <a href="https://github.com/qiboteam/qibocal/pull/188">https://github.com/qiboteam/qibocal/pull/188</a></li> <li>Back to furo font by @MatteoRobbiati in <a href="https://github.com/qiboteam/qibocal/pull/190">https://github.com/qiboteam/qibocal/pull/190</a></li> <li>Publishing workflow by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/184">https://github.com/qiboteam/qibocal/pull/184</a></li> <li>New documentation for qibocal by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/121">https://github.com/qiboteam/qibocal/pull/121</a></li> <li>Merge pr#117 with pr#164 and additional enhancements by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/192">https://github.com/qiboteam/qibocal/pull/192</a></li> <li>Add average to plots + qubit list argument by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/155">https://github.com/qiboteam/qibocal/pull/155</a></li> <li>Refactor qubit biassing port by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/194">https://github.com/qiboteam/qibocal/pull/194</a></li> <li>Fix pulse sequence creation in Rabi routines by @aorgazf in <a href="https://github.com/qiboteam/qibocal/pull/196">https://github.com/qiboteam/qibocal/pull/196</a></li> <li>Fix <code>update_platform_runcard</code> method by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/197">https://github.com/qiboteam/qibocal/pull/197</a></li> <li>Adding sampling capability for resonator punchout and flux dependance by @igres26 in <a href="https://github.com/qiboteam/qibocal/pull/137">https://github.com/qiboteam/qibocal/pull/137</a></li> <li>Update Qibo version in <code>poetry.lock</code> by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/200">https://github.com/qiboteam/qibocal/pull/200</a></li> <li>Fix bug with report not appearing by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/199">https://github.com/qiboteam/qibocal/pull/199</a></li> <li>Refactor 1: Rabi by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/202">https://github.com/qiboteam/qibocal/pull/202</a></li> <li>David/multiplotting by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/215">https://github.com/qiboteam/qibocal/pull/215</a></li> <li>[POC] Refactor routines in order to work <code>AbstractPlatform</code> methods by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/189">https://github.com/qiboteam/qibocal/pull/189</a></li> <li>Fix allXY plot label and plot by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/221">https://github.com/qiboteam/qibocal/pull/221</a></li> <li>Minor fix useful for multiplex by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/219">https://github.com/qiboteam/qibocal/pull/219</a></li> <li>Ramsey fit by @AlejandroSopena in <a href="https://github.com/qiboteam/qibocal/pull/213">https://github.com/qiboteam/qibocal/pull/213</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/228">https://github.com/qiboteam/qibocal/pull/228</a></li> <li>workflows migration by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/224">https://github.com/qiboteam/qibocal/pull/224</a></li> <li>Live plotting refresh rate selector by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/214">https://github.com/qiboteam/qibocal/pull/214</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/235">https://github.com/qiboteam/qibocal/pull/235</a></li> <li>Bump cryptography from 39.0.0 to 39.0.1 by @dependabot in <a href="https://github.com/qiboteam/qibocal/pull/238">https://github.com/qiboteam/qibocal/pull/238</a></li> <li>Bump ipython from 8.8.0 to 8.10.0 by @dependabot in <a href="https://github.com/qiboteam/qibocal/pull/241">https://github.com/qiboteam/qibocal/pull/241</a></li> <li>Simplify action builder + fix tests by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/242">https://github.com/qiboteam/qibocal/pull/242</a></li> <li>Fix ramsey fit by @AlejandroSopena in <a href="https://github.com/qiboteam/qibocal/pull/226">https://github.com/qiboteam/qibocal/pull/226</a></li> <li>pathlib qq-compare by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/236">https://github.com/qiboteam/qibocal/pull/236</a></li> <li>Bump werkzeug from 2.2.2 to 2.2.3 by @dependabot in <a href="https://github.com/qiboteam/qibocal/pull/244">https://github.com/qiboteam/qibocal/pull/244</a></li> <li>David/pdfreports by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/232">https://github.com/qiboteam/qibocal/pull/232</a></li> <li>Dump report after each routine by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/245">https://github.com/qiboteam/qibocal/pull/245</a></li> <li>non interactive gate set characterization + action builder by @wilkensJ in <a href="https://github.com/qiboteam/qibocal/pull/239">https://github.com/qiboteam/qibocal/pull/239</a></li> <li>Minor fixes before release by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/248">https://github.com/qiboteam/qibocal/pull/248</a></li> <li>Attempting to fix tests before release by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/251">https://github.com/qiboteam/qibocal/pull/251</a></li> <li>Upgrade pint-pandas by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/250">https://github.com/qiboteam/qibocal/pull/250</a></li> <li>Add workflow for poetry deployment by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/252">https://github.com/qiboteam/qibocal/pull/252</a></li> </ul> New Contributors <ul> <li>@scarrazza made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/11">https://github.com/qiboteam/qibocal/pull/11</a></li> <li>@aorgazf made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/61">https://github.com/qiboteam/qibocal/pull/61</a></li> <li>@pre-commit-ci made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/97">https://github.com/qiboteam/qibocal/pull/97</a></li> <li>@Edoardo-Pedicillo made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/125">https://github.com/qiboteam/qibocal/pull/125</a></li> <li>@MatteoRobbiati made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/123">https://github.com/qiboteam/qibocal/pull/123</a></li> <li>@dependabot made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/176">https://github.com/qiboteam/qibocal/pull/176</a></li> <li>@igres26 made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/137">https://github.com/qiboteam/qibocal/pull/137</a></li> <li>@AlejandroSopena made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/213">https://github.com/qiboteam/qibocal/pull/213</a></li> <li>@wilkensJ made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/239">https://github.com/qiboteam/qibocal/pull/239</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/qiboteam/qibocal/commits/v0.0.1">https://github.com/qiboteam/qibocal/commits/v0.0.1</a></p&gt

qiboteam/qibocal: Qibocal 0.0.3

What's Changed <ul> <li>Bump requests from 2.30.0 to 2.31.0 by @dependabot in <a href="https://github.com/qiboteam/qibocal/pull/348">https://github.com/qiboteam/qibocal/pull/348</a></li> <li>Spectroscopies flux fits by @AlejandroSopena in <a href="https://github.com/qiboteam/qibocal/pull/263">https://github.com/qiboteam/qibocal/pull/263</a></li> <li>run classifiers in runcard by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/298">https://github.com/qiboteam/qibocal/pull/298</a></li> <li>Enabling tests with attenuation and minor modifications to resonator spectroscopy by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/342">https://github.com/qiboteam/qibocal/pull/342</a></li> <li>Fixing type hints by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/345">https://github.com/qiboteam/qibocal/pull/345</a></li> <li>Fix punchout platform update by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/346">https://github.com/qiboteam/qibocal/pull/346</a></li> <li>David/res spec fix by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/331">https://github.com/qiboteam/qibocal/pull/331</a></li> <li>Add execution parameters and new results to autocalibration routines by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/326">https://github.com/qiboteam/qibocal/pull/326</a></li> <li>Detach attenuation from resonator spectroscopy by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/361">https://github.com/qiboteam/qibocal/pull/361</a></li> <li>Sync with qiboteam/qibolab#438 by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/365">https://github.com/qiboteam/qibocal/pull/365</a></li> <li>adding tests for python 3.11 by @scarrazza in <a href="https://github.com/qiboteam/qibocal/pull/358">https://github.com/qiboteam/qibocal/pull/358</a></li> <li>Fix classifier by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/363">https://github.com/qiboteam/qibocal/pull/363</a></li> <li>Restore dummy platform by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/370">https://github.com/qiboteam/qibocal/pull/370</a></li> <li>Fix niGSC tests for new qibo version by @wilkensJ in <a href="https://github.com/qiboteam/qibocal/pull/380">https://github.com/qiboteam/qibocal/pull/380</a></li> <li>scikit-learn mandatory dep by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/376">https://github.com/qiboteam/qibocal/pull/376</a></li> <li>Add sweeper types by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/369">https://github.com/qiboteam/qibocal/pull/369</a></li> <li>Add possibility to disable and customize update mechanism by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/366">https://github.com/qiboteam/qibocal/pull/366</a></li> <li>Introduce QubitID by @AleCandido in <a href="https://github.com/qiboteam/qibocal/pull/382">https://github.com/qiboteam/qibocal/pull/382</a></li> <li>Standard rb auto by @wilkensJ in <a href="https://github.com/qiboteam/qibocal/pull/349">https://github.com/qiboteam/qibocal/pull/349</a></li> <li>Add pycln to pre-commit hooks by @AleCandido in <a href="https://github.com/qiboteam/qibocal/pull/385">https://github.com/qiboteam/qibocal/pull/385</a></li> <li>Improve punchout routine by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/375">https://github.com/qiboteam/qibocal/pull/375</a></li> <li>Cleanup outdated routines and unused features by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/387">https://github.com/qiboteam/qibocal/pull/387</a></li> <li>Add optional local qubits parameter by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/351">https://github.com/qiboteam/qibocal/pull/351</a></li> <li>pycln-fix by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/396">https://github.com/qiboteam/qibocal/pull/396</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/397">https://github.com/qiboteam/qibocal/pull/397</a></li> <li>Stream line standard rb by @wilkensJ in <a href="https://github.com/qiboteam/qibocal/pull/391">https://github.com/qiboteam/qibocal/pull/391</a></li> <li>Add lenght and delay sweepers to autocalibration protocols by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/333">https://github.com/qiboteam/qibocal/pull/333</a></li> <li>Show protocol id in tests by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/401">https://github.com/qiboteam/qibocal/pull/401</a></li> <li>Removing pint by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/372">https://github.com/qiboteam/qibocal/pull/372</a></li> <li>Fix declared dependencies by @AleCandido in <a href="https://github.com/qiboteam/qibocal/pull/404">https://github.com/qiboteam/qibocal/pull/404</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/407">https://github.com/qiboteam/qibocal/pull/407</a></li> <li>Error bars and uncertainties for Randomized Benchmarking by @vodovozovaliza in <a href="https://github.com/qiboteam/qibocal/pull/373">https://github.com/qiboteam/qibocal/pull/373</a></li> <li>General fixes by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/410">https://github.com/qiboteam/qibocal/pull/410</a></li> <li>Add supports for qubit pairs by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/390">https://github.com/qiboteam/qibocal/pull/390</a></li> <li>add time of flight for readout by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/402">https://github.com/qiboteam/qibocal/pull/402</a></li> <li>ro_amplitude as a parameter for tof by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/418">https://github.com/qiboteam/qibocal/pull/418</a></li> <li>Storing fitting results by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/403">https://github.com/qiboteam/qibocal/pull/403</a></li> <li>Fix typo in folder name by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/424">https://github.com/qiboteam/qibocal/pull/424</a></li> <li>Rb plot fix by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/423">https://github.com/qiboteam/qibocal/pull/423</a></li> <li>Plot nicely when punchout fitting fails by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/421">https://github.com/qiboteam/qibocal/pull/421</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/426">https://github.com/qiboteam/qibocal/pull/426</a></li> <li>Fix dispersive shift updated frequency by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/432">https://github.com/qiboteam/qibocal/pull/432</a></li> <li>Fix double backend allocation by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/431">https://github.com/qiboteam/qibocal/pull/431</a></li> <li>Fix by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/434">https://github.com/qiboteam/qibocal/pull/434</a></li> <li>Remove statistics by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/413">https://github.com/qiboteam/qibocal/pull/413</a></li> <li>Change names AllXY plotting by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/427">https://github.com/qiboteam/qibocal/pull/427</a></li> <li>Dump report after each protocol by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/438">https://github.com/qiboteam/qibocal/pull/438</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/439">https://github.com/qiboteam/qibocal/pull/439</a></li> <li>Fix scale fits by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/441">https://github.com/qiboteam/qibocal/pull/441</a></li> <li>add branches in PR template by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/445">https://github.com/qiboteam/qibocal/pull/445</a></li> <li>Downgrade numpy dep to fix tf issue by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/443">https://github.com/qiboteam/qibocal/pull/443</a></li> <li>Update runcards folder and improve PR template by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/446">https://github.com/qiboteam/qibocal/pull/446</a></li> <li>ro_optimization in autocalibration by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/392">https://github.com/qiboteam/qibocal/pull/392</a></li> <li>Fast reset testing routine by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/399">https://github.com/qiboteam/qibocal/pull/399</a></li> <li>adapting flux routines fitting to the latest version of qibocal by @DavidSarlle in <a href="https://github.com/qiboteam/qibocal/pull/437">https://github.com/qiboteam/qibocal/pull/437</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/449">https://github.com/qiboteam/qibocal/pull/449</a></li> <li>Readout characterization by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/435">https://github.com/qiboteam/qibocal/pull/435</a></li> <li>Adding logs by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/442">https://github.com/qiboteam/qibocal/pull/442</a></li> <li>Two qubits gates routines by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/381">https://github.com/qiboteam/qibocal/pull/381</a></li> <li>Zeno prototype by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/429">https://github.com/qiboteam/qibocal/pull/429</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/453">https://github.com/qiboteam/qibocal/pull/453</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/454">https://github.com/qiboteam/qibocal/pull/454</a></li> <li>Update <code>platform.dump</code> by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/456">https://github.com/qiboteam/qibocal/pull/456</a></li> <li>[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in <a href="https://github.com/qiboteam/qibocal/pull/461">https://github.com/qiboteam/qibocal/pull/461</a></li> <li>Fix dispersive shift (qubit as str) by @rodolfocarobene in <a href="https://github.com/qiboteam/qibocal/pull/455">https://github.com/qiboteam/qibocal/pull/455</a></li> <li>Classifiers by @Edoardo-Pedicillo in <a href="https://github.com/qiboteam/qibocal/pull/447">https://github.com/qiboteam/qibocal/pull/447</a></li> <li>Runcards qibolab paper by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/480">https://github.com/qiboteam/qibocal/pull/480</a></li> <li>Rename benchmarks by @Jacfomg in <a href="https://github.com/qiboteam/qibocal/pull/481">https://github.com/qiboteam/qibocal/pull/481</a></li> <li>Fix classification after #447 by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/489">https://github.com/qiboteam/qibocal/pull/489</a></li> <li>Fix problems with Rabi fitting by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/482">https://github.com/qiboteam/qibocal/pull/482</a></li> <li>Implement flux crosstalk matrix by @stavros11 in <a href="https://github.com/qiboteam/qibocal/pull/462">https://github.com/qiboteam/qibocal/pull/462</a></li> <li>Move versions table to the bottom of the report by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/483">https://github.com/qiboteam/qibocal/pull/483</a></li> <li>Add protocols for TWPA calibration by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/501">https://github.com/qiboteam/qibocal/pull/501</a></li> <li>Initial refactor of the documentation by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/485">https://github.com/qiboteam/qibocal/pull/485</a></li> <li>Adjusting flux spectroscopy report by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/486">https://github.com/qiboteam/qibocal/pull/486</a></li> <li>Fix flipping fit by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/503">https://github.com/qiboteam/qibocal/pull/503</a></li> <li>Revert "Add protocols for TWPA calibration" by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/512">https://github.com/qiboteam/qibocal/pull/512</a></li> <li>Standardize documentation for new layout by @andrea-pasquale in <a href="https://github.com/qiboteam/qibocal/pull/511">https://github.com/qiboteam/qibocal/pull/511</a></li> </ul> New Contributors <ul> <li>@Jacfomg made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/326">https://github.com/qiboteam/qibocal/pull/326</a></li> <li>@rodolfocarobene made their first contribution in <a href="https://github.com/qiboteam/qibocal/pull/369">https://github.com/qiboteam/qibocal/pull/369</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/qiboteam/qibocal/compare/v0.0.2...v0.0.3">https://github.com/qiboteam/qibocal/compare/v0.0.2...v0.0.3</a></p&gt

qiboteam/qibocal: Qibocal 0.0.4

What's Changed fix dumping in classifers by @Edoardo-Pedicillo in https://github.com/qiboteam/qibocal/pull/504 Minor change in rabi duration by @stavros11 in https://github.com/qiboteam/qibocal/pull/517 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibocal/pull/518 error bars in Ramsey by @Edoardo-Pedicillo in https://github.com/qiboteam/qibocal/pull/450 Add twpa protocols after release by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/516 Add operational modes by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/406 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibocal/pull/524 Fix typo in documentation by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/523 Indent typo in the runcard by @GabrielePalazzo in https://github.com/qiboteam/qibocal/pull/525 adding tag option in qq upload by @scarrazza in https://github.com/qiboteam/qibocal/pull/527 Added qq upload instructions to documentation by @GabrielePalazzo in https://github.com/qiboteam/qibocal/pull/531 Add fit to Chevron by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/520 Include update methods in all protocols by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/526 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibocal/pull/537 Bell protocol by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/452 Bump urllib3 from 2.0.4 to 2.0.6 by @dependabot in https://github.com/qiboteam/qibocal/pull/540 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibocal/pull/542 Ro amplitude by @Edoardo-Pedicillo in https://github.com/qiboteam/qibocal/pull/521 Fix update not working using qq fit by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/536 ramsey error with probabilities by @Edoardo-Pedicillo in https://github.com/qiboteam/qibocal/pull/532 Chevron with coupler support by @Jacfomg in https://github.com/qiboteam/qibocal/pull/499 Add fidelity to classification by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/548 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibocal/pull/550 Adding codecov threshold by @andrea-pasquale in https://github.com/qiboteam/qibocal/pull/556 html table generator by @Edoardo-Pedicillo in https://github.com/qiboteam/qibocal/pull/546 New Contributors @GabrielePalazzo made their first contribution in https://github.com/qiboteam/qibocal/pull/525 Full Changelog: https://github.com/qiboteam/qibocal/compare/v0.0.3...v0.0.

Aberrant Somatosensory Processing and Connectivity in Mice Lacking Engrailed-2

ISSN:0270-6474ISSN:1529-240

Qibolab: an open-source hybrid quantum operating system

We present Qibolab, an open-source software library for quantum hardware control integrated with the Qibo quantum computing middleware framework. Qibolab provides the software layer required to automatically execute circuit-based algorithms on custom self-hosted quantum hardware platforms. We introduce a set of objects designed to provide programmatic access to quantum control through pulses-oriented drivers for instruments, transpilers and optimization algorithms. Qibolab enables experimentalists and developers to delegate all complex aspects of hardware implementation to the library so they can standardize the deployment of quantum computing algorithms in a hardware-agnostic way. We first describe the status of all components of the library, then we show examples of control setup for superconducting qubits platforms. Finally, we present successful application results related to circuit-based algorithms

qiboteam/qibolab: Qibolab 0.1.1

What's Changed [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibolab/pull/568 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/qiboteam/qibolab/pull/572 Add delay pulse option to align gate by @SERVCUBED in https://github.com/qiboteam/qibolab/pull/541 Add TWPA to dummy platform by @andrea-pasquale in https://github.com/qiboteam/qibolab/pull/574 modify update consistently with errors by @Edoardo-Pedicillo in https://github.com/qiboteam/qibolab/pull/571 New Contributors @SERVCUBED made their first contribution in https://github.com/qiboteam/qibolab/pull/541 Full Changelog: https://github.com/qiboteam/qibolab/compare/v0.1.0...v0.1.

HuR modulation counteracts lipopolysaccharide response in murine macrophages

: Lipopolysaccharide (LPS) exposure to macrophages induces an inflammatory response, which is regulated at the transcriptional and post-transcriptional levels. HuR (ELAVL1) is an RNA-binding protein that regulates cytokines and chemokines transcripts containing AU/U-rich elements (AREs) and mediates the LPS-induced response. Here, we show that small-molecule tanshinone mimics (TMs) inhibiting HuR-RNA interaction counteract LPS stimulus in macrophages. TMs exist in solution in keto-enolic tautomerism, and molecular dynamic calculations showed the ortho-quinone form inhibiting binding of HuR to mRNA targets. TM activity was lost in vitro by blocking the diphenolic reduced form as a diacetate, but resulted in prodrug-like activity in vivo. RNA and ribonucleoprotein immunoprecipitation sequencing revealed that LPS induces a strong coupling between differentially expressed genes and HuR-bound genes, and TMs reduced such interactions. TMs decreased the association of HuR with genes involved in chemotaxis and immune response, including Cxcl10, Il1b and Cd40, reducing their expression and protein secretion in primary murine bone marrow-derived macrophages and in an LPS-induced peritonitis model. Overall, TMs show anti-inflammatory properties in vivo and suggest HuR as a potential therapeutic target for inflammation-related diseases

Characterization of a Transmon Qubit in a 3D Cavity for Quantum Machine Learning and Photon Counting

In this paper, we report the use of a superconducting transmon qubit in a 3D cavity for quantum machine learning and photon counting applications. We first describe the realization and characterization of a transmon qubit coupled to a 3D resonator, providing a detailed description of the simulation framework and of the experimental measurement of important parameters, such as the dispersive shift and the qubit anharmonicity. We then report on a Quantum Machine Learning application implemented on a single-qubit device to fit the u-quark parton distribution function of the proton. In the final section of the manuscript, we present a new microwave photon detection scheme based on two qubits coupled to the same 3D resonator. This could in principle decrease the dark count rate, favoring applications like axion dark matter searches