adsabs/AstroCLIMB huggingface dataset:
Paper: AllBRICQS: The Discovery of Luminous Quasars in the Northern Hemisphere
Authors: Yunyi Choi, Yuming Fu, Myungshin Im, Xue-Bing Wu, Christopher A. Onken, Christian Wolf, Seo-Won Chang, Hyeonho Choi, Mankeun Jeong, Yongjung Kim, Gu Lim, Yuxuan Pang, Taewan Kim, Jubee Sohn, Dohyeong Kim, Ji Hoon Kim, Eunhee Ko, Gregory S. H. Paek, Sungho Jung
Figure caption: Cutout images of 18 newly discovered quasars that lie within the SDSS footprint but are not included in the SDSS DR16Q catalog (B. W. Lyke et al. 2020). The name of each quasar is displayed at the top of its respective panel. A scale bar indicating 10″ is shown in the upper left corner of each panel.
Paper: Comprehensive Analysis of NGC 6134: Structure, Dynamics, and Blue Straggler Star Candidates
Authors: Dexin Zeng, Ying Mei, Huanbin Chi, Hui Deng, Feng Wang
Figure caption: Panel (a) illustrates the selection criteria for blue stragglers (blue points) in the CMD, with the best-fit PARSEC isochrone (solid line; ﹩{\mathrm{log}}\,(\,\rm{age}\,)=9.1683﹩, [Fe/H] = 0.0911 dex, Av = 1.2095 mag, distance modulus 10.05 mag). Panel (b) demonstrates their spatial distribution relative to confirmed members of NGC 6134 (gray points).
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Warm Jupiter host stars in our sample plotted on a Gaia MG vs. GBP − GRP color–magnitude diagram. Our analysis is comprised of both main-sequence and post-main-sequence FGKM stars.
Paper: Comprehensive Analysis of NGC 6134: Structure, Dynamics, and Blue Straggler Star Candidates
Authors: Dexin Zeng, Ying Mei, Huanbin Chi, Hui Deng, Feng Wang
Figure caption: Light curve of Candidate 1 folded with the derived orbital period and overplotted with the best-fit model from neural-network and MCMC fitting.
Paper: Comprehensive Analysis of NGC 6134: Structure, Dynamics, and Blue Straggler Star Candidates
Authors: Dexin Zeng, Ying Mei, Huanbin Chi, Hui Deng, Feng Wang
Figure caption: Posterior probability distributions of the fitted parameters for Candidate 1, obtained via MCMC sampling using the neural-network-based modeling framework of X. Ding et al. (2025).
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Distribution of stellar host masses, metallicities, effective temperatures, and distances for 194 host stars of warm Jupiters in our sample.
Paper: Comprehensive Analysis of NGC 6134: Structure, Dynamics, and Blue Straggler Star Candidates
Authors: Dexin Zeng, Ying Mei, Huanbin Chi, Hui Deng, Feng Wang
Figure caption: SED fitting result for Candidate 2. The best-fit model is overplotted on the observed flux points across UV to IR wavelengths.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 121504 b and HD 124330 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 113337 b and HD 11506 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 100655 b and HD 104985 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 109246 b and HD 10975 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters GJ 876 c and HAT-P-15 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters CoRoT-9 b and GJ 1148 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HAT-P-17 b and HATS-17 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters GJ 3021 b and GJ 3512 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters GJ 86 b and GJ 876 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 175541 b and HD 178911 B b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 161178 b and HD 163607 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 168443 b and HD 169830 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 17156 b and HD 173416 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 155193 b and HD 155358 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 156279 b and HD 156846 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 159868 c and HD 160691 e.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 164509 b and HD 1666 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 159243 b and HD 159243 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 75784 b and HD 79181 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 73526 b and HD 74156 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 47366 b and HD 52265 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 67087 b and HD 72892 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 80606 b and HD 81688 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 59686 A b and HD 60532 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 45652 b and HD 4732 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 63765 b and HD 6434 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HD 5583 b and HD 5891 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HIP 5763 b and HIP 63242 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HIP 67851 b and HIP 79431 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HIP 65407 b and HIP 65407 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters KOI-1257 b and KOI-142 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters HR 810 b and K2-114 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters K2-232 b and K2-261 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters K2-115 b and K2-139 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters K2-287 b and K2-290 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters K2-329 b and K2-99 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters Kepler-65 e and NGC 2682 Sand 364 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters TAP 26 b and TIC 237913194 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters Kepler-117 c and Kepler-1514 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters Kepler-419 b and Kepler-424 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters Kepler-434 b and Kepler-643 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters Kepler-427 b and Kepler-432 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters TOI-1478 b and TOI-1670 c.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters NGTS-11 b and PH2 b.
Paper: Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
Authors: Marvin Morgan, Brendan P. Bowler, Quang H. Tran, Robert A. Wittenmyer, Duncan J. Wright, George Zhou, Tyler R. Fairnington
Figure caption: Summary of results for the warm Jupiters KOI-3680 b and KOI-94 d.
Paper: Proper Motion of Dense Circumstellar Knots in the Supernova Remnant Cassiopeia A
Authors: Bon-Chul Koo, Sang Bum Ko, Christopher F. McKee, Carl Heiles, Robert A. Fesen, Ji Yeon Seok, Hyun-Jeong Kim, Sung-Chul Yoon
Figure caption: Schematic of the coordinate system used in Appendix B, illustrating the spatial parameters and velocity components relevant to the 3D distribution model of QSFs. The explosion center is defined as the origin and is assumed to be at rest.
Paper: Efficient Searches for Small Signals across Two-channel Noisy Data: A Challenge in Big-data Observations
Authors: Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Seyong Kim
Figure caption: Sample of blocks used in Figure 12 in ranking three correlation methods: PC, EPR, and DCC. The first row shows the blocks in the upper panel of Figure 12 in ranking the abovementioned methods, and the second row of blocks are for the lower panel of Figure 12 representing the winner at each specified κ. Accordingly, in block (a), the pink method has the smallest detection threshold, while blue takes the second place and green has the largest detection threshold. Therefore, the winner is the method shown in pink, i.e., block (e). Block (b) is a more complicated case in which, in ranking, the blue and pink methods are competing to have the smallest detection threshold, while green has the largest detection threshold. So we have a mixed-winner method and it is shown as block (f). Block (c) is similar to (b), with the difference being that pink has the smallest detection threshold, but either blue or green can have the second or third place. So in this case, although the ranking between three methods has a mixed part, pink is the winner i.e., block (e). The most strange case is when all three methods are competing which is shown in block (d), though there are not too many of them in our analysis. For these cases, the smallest threshold belongs to either pink or blue, while either green and blue can take the second or third place. So for this case the winner is shown as in block (f).
Paper: Efficient Searches for Small Signals across Two-channel Noisy Data: A Challenge in Big-data Observations
Authors: Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Seyong Kim
Figure caption: Detection thresholds DTμ (smaller is better) extracted from response curves (Figure 3) for the three methods in various combinations of background and signal as a function of the cutoff parameter κ in the application of EPR. DTσ (not shown) is similar to that of DTμ. PC (pink) and DCC (green) provide a reference for EPR performance. PC and DCC require evaluation of full arrays, prohibiting application of Equation (1). The DTμ of EPR trends with κ, notably for Poisson backgrounds λ = 10,000 and λ = 5 as shown. Note that due to experimental limitations the case of Poisson noise and Poisson signal is shown up to κ = 0.8, though the result for higher κ is interpreted according to these results.
Paper: Efficient Searches for Small Signals across Two-channel Noisy Data: A Challenge in Big-data Observations
Authors: Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Seyong Kim
Figure caption: (Top) Ranking of DCC, PC, and EPR according to the detection threshold for various combinations of background and signal injections, based on Figure 11 and the associated explanation in Sections 5 and 6. EPR includes the two cutoffs κ = 0.5, 1.6 and we also include two values λ = 10,000 and λ = 5 for the Poisson background. (Bottom panel) Shown are the winners in ranking by thresholds DTμ in corresponding color coding.
Paper: Efficient Searches for Small Signals across Two-channel Noisy Data: A Challenge in Big-data Observations
Authors: Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Seyong Kim
Figure caption: (a) Strain data for 4096 s around GW190814 from H1 observed during O3. (b) PDF of a frame of gravitational-wave strain data (4096 s) around GW190814 showing a typical Gaussian distribution. (c) Partitioning this frame in 8 s segments, we show the indices of peak magnitude in strain in each of these 512 segments. Cumulatively, they satisfy a uniform distribution in time with a mean count of 4 in segments partitioned over 128 bins. Bars in the lower panels show the counts in each bin, which follow a Poisson distribution. (d) Shown is the first 10 s of the BeppoSAX event GRB 000718B light curve sampled at 2 KHz. (e) Histogram of the light curve of GRB 000718B, satisfying a nearly perfect Poisson distribution. (f) Dark blue shows the behavior of GRB 000718B alongside a corresponding ideal Poisson distribution (light blue) with the same mean. The data nicely follow the Poisson trend with standard deviation σ and mean μ, shown here for interlaced sums of 1–50 bins. The upper panel shows the distribution in each bin, while the lower panel shows the behavior of the superposition of bins.