Supplementary file 1_Performance of glint correction algorithms for Sentinel-3 OLCI data.docx by Rejane S. Paulino (17970524)

“…Despite its importance, the performance of glint correction algorithms remains underexplored for Sentinel-3 (A/B) OLCI imagery and represents a research gap for its application. …”

List of correctable feature scenarios. by Syafiq Ramlee (22477979)

“…Feature robustness was assessed using the coefficient of variation (CV < 10%) and intraclass correlation coefficient (ICC > 0.9). Non-robust features were examined for dependencies on these parameters that could be corrected using simple mathematical equations. …”

Fraction of images that do not change the class label depending on the choice of regularization parameter . For this analysis, 40 images were chosen from each of the five classes,... by Indu Ilanchezian (21369996)

<b>Correction of the Code, Data and Figure files for Figure 3 of "Quantum-enhanced simulated annealing using Rydberg atoms"</b> by Seokho Jeong (20596511)

FIRST segmentation-based age-corrected effect sizes from SHARP+MEDI pipelines deemed acceptable in the replication study. by Fahad Salman (6150395)

B-JLF segmentation-based age-corrected effect sizes from SHARP+MEDI pipelines deemed acceptable in the replication study. by Fahad Salman (6150395)

Prediction groups and prediction outcome categories. The three prediction groups were transfer from non-ICU to ICU care, transfer from ICU to non-ICU care, and non-ICU to non-ICU c... by Anita K. Patel (17134546)

Data from an Investigation of Music Analysis by the Application of Grammar-based Compressor by David Humphreys (19079318)

“…<br>Average Recall from all attempts to select the correct position of the error.<br>Average rank from all instances where the correct position of the error was found.…”

Violin plots of the ARI values, based on 100 replications, from the results of three TAD detection algorithms. by Yongqi Liu (5464067)

The ensembled model fit metrics for the five participating modelling methods and for the final ensemble model for estimation of habitat suitability of the Big Four species. A total of five model algorithms were used with the threshold of < 0.75 AUC score.... by Imon Abedin (22170820)

“…A total of five model algorithms were used with the threshold of < 0.75 AUC score. …”

Overview of the Cell2Spatial algorithm. by Huamei Li (8815955)

“…A spatially weighted similarity matrix was created using a maximum likelihood model, with Seurat’s canonical correlation analysis (CCA) connecting single cells to spatial spots to yield spatial weights (Step 2). Cell type hotspots were identified using the Getis-Ord G* index combined with normality testing, while robust linear regression was applied for deconvolution of cellular composition, and corrected saturation model was used to estimate cell counts in low-resolution ST data (Steps 3-5). …”

gcPCA correctly extracts contrastive facial features in the Chicago Face Dataset. by Eliezyer Fermino de Oliveira (20691761)

“…<p>(A) For this test, contrastive methods were applied to a set of happy and angry face images (Condition <i>A</i>) versus neutral face images from the same subjects (Condition <i>B</i>). …”

Reflection matrix microscopy data and CLASS algorithms by Sungsam Kang (18931031)

“…<h3><b>Reflection matrix microscopy data and CLASS algorithms</b></h3><p dir="ltr">This software package includes essential algorithms for reflection matrix microscope (RMM) and the CLASS algorithm. …”

In this figure we show the output of the half-loop biclustering algorithm applied to the BDRN cohort in arm-1 (limited to those SNPs with maf ≥0.25). by Caroline C. McGrouther (5216153)

“…<p>As described in the main text, the algorithm proceeds iteratively, eliminating rows and columns from the case-subject-array <i>D</i> until all have been removed. …”

Images used for phone sensor quantification. by Nidhi Menon (13010703)

“…Limits of blank, detection and quantitation were also higher without color-correction. Overall, we were able to demonstrate the HueDx platform improves reading and outcome of the total protein diagnostic assay and is useful for the development of smartphone-based quantitative colorimetric diagnostic assays for point-of-care testing.…”

Gas Chromatography-Mass Spectrometry Long-term Instrumental Drift Data over 155 days by Luning Zhang (22375735)

“…By measuring pooled quality control (QC) samples for 20 times to establish correction algorithm parameters, we reached reliable correction even for data with large fluctuation. …”

Uncertainty quantification and focus on extreme events in satellite precipitation data correction using machine learning by Hristos Tyralis (3795271)

“…<p dir="ltr">We summarize recent studies that introduced and extensively compared a large number of machine learning algorithms (distributional regression as well as quantile regression) and their multiple combinations for quantifying predictive uncertainty while correcting satellite precipitation products. …”

Diagram of a radial distribution network with DG. by Dai Wan (20108122)

“…Then, a two-step method that combines the linearization method and the recursive method is proposed, which consists of two parts: firstly, using linearization method to quickly calculate the preliminary assessment value of maximum DG hosting capacity, and then using a recursive method to accurately correct the preliminary assessment value. Additionally, the proposed improved comprehensive sensitivity index and safety constraint verification method can enhance the computational efficiency and accuracy of the recursive algorithm. …”

Load consumption profiles. by Dai Wan (20108122)

“…Then, a two-step method that combines the linearization method and the recursive method is proposed, which consists of two parts: firstly, using linearization method to quickly calculate the preliminary assessment value of maximum DG hosting capacity, and then using a recursive method to accurately correct the preliminary assessment value. Additionally, the proposed improved comprehensive sensitivity index and safety constraint verification method can enhance the computational efficiency and accuracy of the recursive algorithm. …”

The power magnitude of lines in scenario 1. by Dai Wan (20108122)

“…Then, a two-step method that combines the linearization method and the recursive method is proposed, which consists of two parts: firstly, using linearization method to quickly calculate the preliminary assessment value of maximum DG hosting capacity, and then using a recursive method to accurately correct the preliminary assessment value. Additionally, the proposed improved comprehensive sensitivity index and safety constraint verification method can enhance the computational efficiency and accuracy of the recursive algorithm. …”