Error Correction Process Research Articles

Phase diagram of the three-dimensional subsystem toric code

Subsystem quantum error-correcting codes typically involve measuring a sequence of noncommuting parity check operators. They can sometimes exhibit greater fault tolerance than conventional codes, which use commuting checks. However, unlike subspace codes, it is unclear if subsystem codes—in particular their advantages—can be understood in terms of ground-state properties of a physical Hamiltonian. In this paper, we address this question for the three-dimensional subsystem toric code (3D STC), as recently constructed by Kubica and Vasmer [], which exhibits single-shot error correction. Motivated by a conjectured relation between single-shot properties and thermal stability, we study the zero- and finite-temperature phases of an associated noncommuting Hamiltonian. By mapping the Hamiltonian model to a pair of 3D Z2 gauge theories coupled by a kinetic constraint, we find various phases at zero temperature, all separated by first-order transitions: There are 3D toric code-like phases with deconfined point-like excitations in the bulk, and there are phases with a confined bulk supporting a 2D toric code on the surface when appropriate boundary conditions are chosen. The latter is similar to the surface topological order present in 3D STC. However, the similarities between the single-shot correction in 3D STC and the confined phases are only partial: they share the same sets of degrees of freedom, but they are governed by different dynamical rules. Instead, we argue that the process of single-shot error correction can more suitably be associated with a path (rather than a point) in the zero-temperature phase diagram, a perspective, which inspires alternative measurement sequences enabling single-shot error correction. Moreover, since none of the above-mentioned phases survives at nonzero temperature, the single-shot error-correction property of the code does not imply thermal stability of the associated Hamiltonian phase. Published by the American Physical Society 2024

Estimating the rate of failure to notice functionword errors in natural reading.

Skilled readers sometimes fail to notice seemingly obvious errors in text, such as the repetition or omission of a function word or the transposition of two words, suggesting that linguistic knowledge can override bottom-up input at either a perceptual or postperceptual level. The present study investigates the role of this top-down process of error correction in natural reading of extended texts. In previous research, critical sentences have been presented one at a time, and subjects were explicitly tasked with detecting errors. In the present study, each participant read a full newspaper article or pair of articles, with their comprehension tested by multiple choice questions. As a secondary task, participants were also instructed that they should make a mouse click on any errors in the text, without any instruction as to the frequency or nature of any such errors. Each article contained nine intentionally inserted errors involving function words: three repetitions, three omissions, and three transpositions. After removing subjects who did not click on the text at all (leaving n = 165), the median subject made seven clicks, but detected only one of the nine inserted errors. Neither error type nor article type (highly professional vs. amateur) clearly modulated the rate of error detection, though subjects clicked more often overall on the amateur articles. We conclude that previous research has dramatically underestimated the rate at which readers fail to notice these function word errors; in natural reading, they are noticed only rarely. No existing reading model can account for this phenomenon.

Building information modeling-based production process optimization model

In the current manufacturing process of enterprises, there are some problems such as poor predictability and low level of intelligence, which lead to high product error rate and affect production efficiency. Therefore, this paper introduces the building information model in the field of engineering construction, and proposes a big data predictive manufacturing model based on the building information model, which divides the production process into production service system, resource planning system, production control system and after-sales service system, and realizes the overall process optimization of planning-production-sales on the basis of the close combination of each system and virtual model system. Finally, the application of error correction process in production line is verified from an empirical point of view, which provides a reference method and path for reducing production error rate and improving work efficiency.

Measuring and modeling the dynamics of mitotic error correction

Error correction is central to many biological systems and is critical for protein function and cell health. During mitosis, error correction is required for the faithful inheritance of genetic material. When functioning properly, the mitotic spindle segregates an equal number of chromosomes to daughter cells with high fidelity. Over the course of spindle assembly, many initially erroneous attachments between kinetochores and microtubules are fixed through the process of error correction. Despite the importance of chromosome segregation errors in cancer and other diseases, there is a lack of methods to characterize the dynamics of error correction and how it can go wrong. Here, we present an experimental method and analysis framework to quantify chromosome segregation error correction in human tissue culture cells with live cell confocal imaging, timed premature anaphase, and automated counting of kinetochores after cell division. We find that errors decrease exponentially over time during spindle assembly. A coarse-grained model, in which errors are corrected in a chromosome-autonomous manner at a constant rate, can quantitatively explain both the measured error correction dynamics and the distribution of anaphase onset times. We further validated our model using perturbations that destabilized microtubules and changed the initial configuration of chromosomal attachments. Taken together, this work provides a quantitative framework for understanding the dynamics of mitotic error correction.

Sensitivity analysis of profile navigation command of underwater gliders to the initial heading error for improving trajectory accuracy

With the widespread application of underwater gliders (UGs) in marine research, there is an increasing demand for improved trajectory control accuracy. However, the initial heading error is unavoidable in internally actuated UGs, making it challenging to rectify the trajectory error generated in the heading error correction process. To effectively mitigate the impact of this error on trajectory accuracy, this study analyzes the sensitivity of profile navigation command parameters to the initial heading error through dynamic modeling of Petrel-L UG. Firstly, a simulator is developed to model the behaviors of Petrel-L, mainly involving dynamic modeling, underwater navigation, low-level control, and environment model. Subsequently, the sensitivity of profile navigation parameters in various commands to the initial heading error is analyzed. Surrogate model and Monte Carlo simulation are integrated to improve the computational speed of the analysis while preserving calculation precision. The average maximum single-profile horizontal error is 661 m, and the average maximum single-profile course error is 6.47°. Among profile navigation parameters, the target pitch during diving is proved to be the primary factor affecting the maximum trajectory error, and the increase of this parameter can enhance trajectory accuracy. This research also provides valuable reference for path following and station-keeping control of other UGs.

The influence of good governance on the tourism sector: The case of South Africa

Over the last decades, the tourism sector has contributed to the national and regional economies in South Africa, while governance levels have regressed over time. The study’s objective was to investigate the impact of good governance on the success and growth of the tourism sector in South Africa, a proxy for developing countries. The hypothesis is that good and effective governance could positively impact tourism growth. A quantitative research methodology was used with econometric methods such as an Autoregressive Distributed Lag Error Correction (ARDL-ECM) process. The estimation indicated a long-run relationship between the variables. The tourism sector contributes significantly to the South African economy, and the government should note the importance of good governance, as indicated through this study, in the success and development of the sector. Given tourism's potential to achieve some of the Sustainable Development Goals and positively influence economic growth and development, relevant parties are urged to pursue good governance in the sector.

Identification and Correction of Improved GLR Algorithm in English Translation Teaching

Abstract In this paper, after clarifying the common types of errors in English translation teaching, in order to achieve the improvement of English translation teaching, combined with the GLR algorithm for English phrase recognition and analysis, PCFG English syntactic analysis model and HDSM lexicalization model are introduced for the optimization of GLR algorithm, which constitutes the PCFG-HDSM model. Analyze the process of English translation error recognition and correction with an improved GLR algorithm and realize the improvement of the GLR algorithm. Compare the performance of the English translation grammar analysis generator and determine the ratio of pure grammar analysis time to total analysis time. Examine the English translation accuracy of the improved GLR algorithm by combining the training corpus and evaluating it using LP and LR metrics. Analyze practical teaching applications by classifying the structure of English translation topics and using the improved GLR algorithm. The improved GLR algorithm is able to achieve more than 80% of English translation recognition and correction rates, which enhances students’ scores on English translation topics and promotes the development of English translation teaching.

Hayek's extended mind: on the (im)possibility of Austrian behavioural economics

Abstract Recent work has argued for a Hayekian behavioural economics, which combines Austrian economics with behavioural economics as developed by Kahneman, Thaler, Sunstein, and others. We suggest that this hybrid is misguided because it relies on individual cognitivism. This view of cognition is incompatible with the Hayekian view of cognition which treats rationality as an emergent phenomenon of social interaction in an institutional environment. This Hayekian view, which we call epistemic institutionalism, is compatible with an alternative prominent perspective in psychology, that of the extended mind, sometimes known as 4E cognition. We demonstrate how the Hayekian perspective on individualism, the price system, and the evolution of rules can be connected to the extended mind programme, through concepts such as the coupling of the individual and their environment, cognitive off-loading, and affordances. We suggest that this alternative combination of Austrian economics and psychology provides a more fruitful way forward, especially because it foregrounds the processes of learning, error-correction, and institutional orders, rather than choice, bias, and individual rationality. To explain why Austrian economists have been receptive to behavioural economics, we distinguish epistemic institutionalism from the (radical) subjectivist approach, which shares key assumptions of individual cognitivism.

Investigation of Clonal Hematopoiesis in New Japanese Cohort

Introduction: Clonal hematopoiesis (CH) is an age-related change in which blood cells with somatic mutations are clonally expanded. CH is known to be a predisposing factor for various age-related diseases. However, the characteristics of blood cells with somatic mutations derived from CH at the single-cell level is not fully understood. Objective: We performed this study to explore the comprehensive properties of mutant cells derived from CH. Methods: We enrolled 51 healthy elderly individuals (male, 13; female, 38) from the Kashiwanoha cohort for this study. To investigate somatic mutations frequently mutated in CH, we designed a custom panel targeting 49 genes. Targeted deep sequencing (TDS) was performed on mononuclear cells, and T, B, and monocyte fractions of peripheral blood (PB). Error-correction process was performed on TDS data. The error-correction process to the TDS data was as follows: Firstly, read families which have more than 5 identical unique molecular identifier (UMI) amplicon were included. Second, at each position, nucleotides were compared and a consensus nucleotide was called if at least 90% the nucleotides were identical. If the agreement was below 90%, the nucleotides were changed to “N ”at that position. Third, if the “N” constituted less than 10% of a read family, it was recognized as a consensus read. Single-cell multiome analysis (sc Multiome) was performed on PB samples of 43 individuals by 10xGenomics Chromium Next GEM Single Cell Multiome ATAC + Gene Expression. Sc Multiome analysis was conducted using Seurat and Signac for quality control, integration, and clustering. Additionally, we employed long-read sequencing with the PromethION platform to identify CH mutations in the sc Multiome libraries. Results: The median age of this cohort was 72 years old (range, 50 - 85). After error correction was applied to the TDS data, a total of 56 mutations were detected in 34 individuals ( DNMT3A R882, 1; DNMT3A nonR882, 16; TET2, 10; GNAS, 4; STAT3, 3; KRAS, 1; MYD88, 1; others, 20). The median VAF was 0.0091 (range, 0.003 to 0.164). The number of mutated genes in each individual increased with age, and individuals of under the age of 69 had significantly fewer mutations compared to those over 70 years old. Regarding the TDS data of each fraction, DNMT3A mutations were detected in both monocyte and B-cell fractions in 5 cases, while they were restricted to T-cell fraction in one case. In 3 cases, mutations were detected in all fractions. TET2 mutations were present in both monocyte and B-cell fractions in all 5 cases. On the other hand, KRAS, STAT3 and MYD88 mutations were restricted to T-, T-, and B-cell fractions, respectively. In sc Multiome data, the median number of cells included was 7931 (range, 2998 to 13413). By the sc Multiome long read sequencing, 39 mutations were detected in 22 individuals ( DNMT3A R882, 1; DNMT3A nonR882, 5; TET2, 6; GNAS, 1; STAT3, 3; KRAS, 1; others, 22). The median rate of DNMT3A mutated cells was 0.007(range, 0.003 to 0.014). Similarly, the median TET2 mutated cell population rate was 0.007(range, 0.004 to 0.044). The average cell number of B cells, T cells, monocytes, and NK cells in sc Muliome data were 955 (range, 305 to 2275), 3875 (range, 955 to 7726), 1812 (range, 352 to 4750), and 868 (range, 289 to 6022) respectively. Among B cells, 16 mutations were detected in 13 individuals ( DNMT3A nonR882, 2; TET2, 2; STAT3, 3; others, 9). For T cells, 27 mutations were detected in 20 individuals ( DNMT3A R882, 1; DNMT3A nonR882, 4; TET2, 4; GNAS, 1; STAT3, 3;others, 12). In Monocytes cells 24, mutations were detected in 16 individuals ( DNMT3A R882, 1; DNMT3A nonR882, 4; TET2, 5; GNAS, 1; STAT3, 3;others, 10). Lastly, among NK cells, 23 mutations were detected in 17 individuals ( DNMT3A nonR882, 5; TET2, 4; GNAS, 1; STAT3, 3;others, 10). The mutated cell populations in each cell fraction were 0.037(range, 0.014 to 0.208), 0.013 (range, 0.002 to 0.180), 0.013(range, 0.003 to 0.178), and 0.043(range, 0.009 to 0.284). Conclusion: This study clarified the detailed distribution of CH-derived mutant cells in PB of elderly individuals. We identified 17 mutations that expanded in myeloid fraction and 12 mutations expanded in lymphoid fraction. Sc Multiome analysis combined with long-read sequencing allowed us to gain a deeper understanding of CH mutated cell populations. These findings provide the valuable insights into properties of CH mutant cells.

All-photonic one-way quantum repeaters with measurement-based error correction

Quantum repeater is the key technology enabler for long-distance quantum communication. To date, most of the existing quantum repeater protocols are designed based on specific quantum codes or graph states. In this paper, we propose a general framework for all-photonic one-way quantum repeaters based on the measurement-based error correction, which can be adapted to any Calderbank–Shor–Steane code including the recently discovered quantum low-density parity check (QLDPC) codes. We present a decoding scheme, where the error correction process is carried out at the destination based on the accumulated data from the measurements made across the network. This procedure not only outperforms the conventional protocols with independent repeaters but also simplifies the local quantum operations at repeaters. As an example, we numerically show that the [[48, 6, 8]] generalized bicycle code (as a small but efficient QLDPC code) has an equally good performance while reducing the resources by at least an order of magnitude.

A BLACK BOX TESTING DENGAN TEKNIK EQUIVALENCE PARTITIONS PADA WEBSITE DINAS PENGENDALIAN PENDUDUK DAN KELUARGA BERENCANA KARAWANG

Website testing is the verification phase whether the website is working properly or not. If there are still errors, they must be corrected so that the website created reaches its goals and is of good quality. The website of the Department of Population Control and Family Planning (DPPKB) of Karawang Regency is being tested. With the name of the website, namely kbinten.id, this website is the official website of the Karawang Regency DPPKB which is used as a place for information about family planning programs in Karawang Regency, which is web-based for the community and consists of two parts, namely the website as an administrative panel and based on the website used by the username. Testing is conducted on a black box utilizing the Equivalence Partitions method. Black box testing allows for an external assessment of the program's functionality without knowledge of the underlying code. The Equivalence Partitions technique is employed to validate data inputted into various forms or pages on the kbinten.id website. Each input value is systematically examined and categorized into test cases yielding either valid or invalid outcomes. The objective of testing on kbinten.id is to identify and rectify implementation errors promptly, thereby expediting the error correction process.

Increased EMG-EMG coherence in the theta and alpha bands during bimanual force modulation

During the execution of movements, error correction processes have been inferred by EEG activation at oscillation frequencies in the theta (4–8 Hz) and alpha (8–12 Hz) bands. The current study examined whether evidence for error detection and correction could be found at the muscular level through the use of EMG-EMG coherence, which quantifies the amount of synchronous EMG activity between limbs in the frequency domain. Participants (n = 13) performed a bimanual force production task involving either wrist flexors or extensors under conditions in which the force was to be held constant or continuously modulated. As predicted, the modulation of changing force output resulted in significantly greater force variability and increased EMG-EMG coherence throughout the theta and alpha band for both flexor and extensor responses. These results are consistent with EEG activation frequencies associated with error correction, motor reprogramming and sustained attention and indicate that evidence for these cortical processes can also be observed at the muscular level in the form of correlated EMG frequency content between limbs.

Grammatical Errors in Pre-service English Teachers’ Argumentative Essays and their Views Regarding Error Correction

This study seeks to identify grammatical errors in argumentative essays written by prospective teachers of English as a foreign language in the fifth semester of college, determine whether students are aware of their mistakes, and discover their experiences with grammar instruction and error correction. We conducted an Error Analysis and contrasted results with a grammaticality judgment test (GJT) to assess students’ awareness of grammatical errors detected in their essays. Using mixed methods research, we compared results with a survey to discover the students’ views on English grammar learning and error correction. The most common errors were verb phrases, subject usage, clause patterns, prepositions, and verb patterns. Of these errors, prepositions, verbs, and clause patterns were the most problematic in the GJT. When characterizing grammatical errors and contrasting them with their judgments and opinions, we found that students did not overcome their most frequent mistakes, as they failed to identify and correct the same types of errors in the GJT applied one year later. Students are aware of their grammatical weaknesses since the contents considered the most challenging to learn coincide with those in which they perform worst on the test. Finally, students suggest alternative feedback strategies, including peer monitoring, to make their error correction process reflective.

Exploring transcription processes when children with and without reading and writing difficulties produce written text using speech recognition

The aim of this study was to investigate composition and error-correction processes, and their relationship with production rate, in children, age 10-12, with and without reading and writing difficulties using speech-to-text (STT) to write expository texts in Swedish. Measures of individual abilities: working memory, spelling ability and decoding ability, and the ability to interact with the STT tool under optimal conditions (STT success rate) were collected.
 For both those with and without difficulties, neither working memory, nor spelling or decoding ability predicted burst length nor accuracy. Only a child’s STT success rate did predict accuracy during text composition. Further, none of the individual abilities predicted choice of error-correction modality (keyboard or STT) or error correction functionality. This indicates that the children’s behavior were independent of these abilities.
 Furthermore, production rate was significantly predicted by both burst length and accuracy, and by working memory, but not by error-correction behaviour, nor by spelling or decoding ability. This indicates that composing text using STT is a cognitively complex process placing heavy demands on working memory. Dictating more than one word at a time and combining STT and keyboard use were identified as two useful strategies that can be taught in STT instruction.

Multivalent Molecular Tweezers Disrupt the Essential NDC80 Interaction with Microtubules.

Binding of microtubule filaments by the conserved Ndc80 protein is required for kinetochore-microtubule attachments in cells and the successful distribution of the genetic material during cell division. The reversible inhibition of microtubule binding is an important aspect of the physiological error correction process. Small molecule inhibitors of protein-protein interactions involving Ndc80 are therefore highly desirable, both for mechanistic studies of chromosome segregation and also for their potential therapeutic value. Here, we report on a novel strategy to develop rationally designed inhibitors of the Ndc80 Calponin-homology domain using Supramolecular Chemistry. With a multiple-click approach, lysine-specific molecular tweezers were assembled to form covalently fused dimers to pentamers with a different overall size and preorganization/stiffness. We identified two dimers and a trimer as efficient Ndc80 CH-domain binders and have shown that they disrupt the interaction between Ndc80 and microtubules at low micromolar concentrations without affecting microtubule dynamics. NMR spectroscopy allowed us to identify the biologically important lysine residues 160 and 204 as preferred tweezer interaction sites. Enhanced sampling molecular dynamics simulations provided a rationale for the binding mode of multivalent tweezers and the role of pre-organization and secondary interactions in targeting multiple lysine residues across a protein surface.

Scholarly Behavior: Bounded Rational Production of Rational Scientific Knowledge

People differ greatly in cognitive abilities, but all of them have limited abilities, ranging from the ability to perceive the surrounding reality and ending with the implementation of mathematical calculations and logical conclusions from the premises made. If a fully rational individual not only has complete information about the world, but also unlimited possibilities to make calculations and draw logical conclusions, then real people, including professional researchers, are only bounded rational. However, the scientific knowledge produced by scientists is close to completely rational. The article discusses the components of bounded rationality and those mechanisms within science that allow such a transition to be made. The leading role among these mechanisms belongs to scholarly communication, one of the functions of which is the correction of involuntary and unconscious errors made by bounded rational researchers. It is shown that the execution of this function faces certain difficulties, which are important to investigate in order to improve the error correction process.

Improved Low-Depth SHA3 Quantum Circuit for Fault-Tolerant Quantum Computers

To build a secure cryptography system in the post-quantum era, one must find the minimum security parameters against quantum attacks by estimating the quantum resources of a fault-tolerant quantum computer. In a fault-tolerant quantum computer, errors must reach an acceptable level for practical uses according to error detection and error correction processes. However, these processes utilize additional quantum resources. As the depth of the quantum circuit increases, the computation time per qubit increases together with the processing errors. Therefore, in terms of errors in quantum circuits, it is a fundamental requirement to reduce the depth by trading off the number of qubits. This paper proposes novel low-depth SHA3 quantum circuit implementations for fault-tolerant quantum computers to reduce errors. The proposed SHA3 quantum circuit was implemented with the aim of optimizing the quantum circuit depth through a trade-off between the number of qubits, the quantum gate, and the quantum depth in each function. Compared to other state-of-art techniques, the proposed method achieved T-depth and full-depth reductions of 30.3% and 80.05%, respectively. We believe that this work will contribute to the establishment of minimum security parameters for SHA3 in the quantum era.

Optimal Thresholds for Fracton Codes and Random Spin Models with Subsystem Symmetry.

Fracton models provide examples of novel gapped quantum phases of matter that host intrinsically immobile excitations and therefore lie beyond the conventional notion of topological order. Here, we calculate optimal error thresholds for quantum error correcting codes based on fracton models. By mapping the error-correction process for bit-flip and phase-flip noises into novel statistical models with Ising variables and random multibody couplings, we obtain models that exhibit an unconventional subsystem symmetry instead of a more usual global symmetry. We perform large-scale parallel tempering MonteCarlo simulations to obtain disorder-temperature phase diagrams, which are then used to predict optimal error thresholds for the corresponding fracton code. Remarkably, we found that the X-cube fracton code displays a minimum error threshold (7.5%) that is much higher than 3D topological codes such as the toric code (3.3%), or the color code (1.9%). This result, together with the predicted absence of glass order at the Nishimori line, shows great potential for fracton phases to be used as quantum memory platforms.

MPS1 localizes to end-on microtubule-attached kinetochores to promote microtubule release

In eukaryotes, the spindle assembly checkpoint protects genome stability in mitosis by preventing chromosome segregation until incorrect microtubule-kinetochore attachment geometries have been eliminated and chromosome biorientation has been completed. These error correction and checkpoint processes are linked by the conserved Aurora B and MPS1 Ser/Thr kinases.1,2 MPS1-dependent checkpoint signaling is believed to be initiated by kinetochores without end-on microtubule attachments,3,4 including those generated by Aurora B-mediated error correction. The current model posits that MPS1 competes with microtubules for binding sites at the kinetochore.3,4 MPS1 is thought to first recognize kinetochores not blocked by microtubules and then initiate checkpoint signaling. However, MPS1 is also required for chromosome biorientation and correction of microtubule-kinetochore attachment errors.5,6,7,8,9 This latter function, which must require direct interaction with microtubule-attached kinetochores, is not readily explained within the constraints of the current model. Here, we show that MPS1 transiently localizes to end-on attached kinetochores and that this recruitment depends on the relative activities of Aurora B and its counteracting phosphatase PP2A-B56 rather than microtubule-attachment state per se. MPS1 autophosphorylation also regulates MPS1 kinetochore levels but does not determine the response to microtubule attachment. At end-on attached kinetochores, MPS1 actively promotes microtubule release together with Aurora B. Furthermore, in live cells, MPS1 is detected at attached kinetochores before the removal of microtubules. During chromosome alignment, MPS1, therefore, coordinates both the resolution of incorrect microtubule-kinetochore attachments and the initiation of spindle checkpoint signaling.

Research on high‐efficiency optimization algorithm applied to near‐field effect error correction

In order to achieve a more efficient and accurate correction of near-field error in the semiphysical radio frequency simulation system, the precise control parameters of the three antenna elements need to be obtained. This article is based on the method of moments electromagnetic simulation, and propose corresponding improvement ideas for the problems of limited optimization accuracy and low calculation efficiency in the near-field error correction process. From the aspects of high-precision intelligent inversion algorithm and high-efficiency electromagnetic forward modeling, systematic optimization design and verification were carried out. The results prove that the control parameter filtering scheme based on PSO-GA hybrid method has better optimization efficiency and accuracy than single genetic algorithm or differential evolution algorithm, which can provide more ideal initial amplitude and phase parameters for the subsequent selection of electromagnetic simulation and forward verification. In order to solve the problem of time-consuming in the electromagnetic simulation, the multivariate vector forward model based on GA-BP network and PSO-SVM network are established, which can achieve high-precision positioning of synthetic vector target points. The neural network method has been proved to be feasible on the basis of the current sample size. The paper selects hybrid algorithms to improve the shortcomings of single algorithm and uses algorithms to optimize neural networks, thereby obtaining better optimization results and reducing the time-consuming of electromagnetic simulations, which can realize efficient correction of near-field error.