Comparison of clustering effects. by Shaoxia Mou (16510383)

Subjects:

Impact of decomposition dimension and iteration times on mining performance. by Shaoxia Mou (16510383)

Subjects:

Confusion matrix. by Shaoxia Mou (16510383)

Subjects:

Schematic diagram of MDI applied on a sample spectral reflectance curve of a green vegetation (adapted from Salas and Henebry [12]). by Eric Ariel L. Salas (6433055)

Indexing of the serial synchrotron crystallography (SSX) diffraction images of the glucose isomerase (GI) processed using the MOSFLM, DirAx, and XGANDALF algorithms at various crys... by Ki Hyun Nam (5813819)

Subjects:

Indexing of the serial synchrotron crystallography (SSX) diffraction images of the hen egg white lysozyme (HEWL) processed using the MOSFLM, DirAx, and XGANDALF algorithms at vario... by Ki Hyun Nam (5813819)

Subjects:

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. by Yuanchen Zhao (12905580)

Data Sheet 1_An autonomous navigation method for orchard mobile robots based on octree 3D point cloud optimization.docx by Hailong Li (216327)

“…The experimental results show that: 1) The overall number of point cloud data points in the map was reduced by approximately 76.32%, while important features, including tree morphology, trellis structure, and road surface information, were fully preserved. 2) When different octree node resolutions were applied, the improved RRT* algorithm demonstrated significant improvements in path generation time, sampling point utilization, path length, and curvature. …”

Sampling by this method. by Zheng Fu (274365)

Effect of stopping an optimal schedule early. by Samuel Christensen (9922554)

Bayesian sequential design for sensitivity experiments with hybrid responses by Yuxia Liu (1779592)

“…To deal with the problem of complex computation involved in searching for optimal designs, fast algorithms are presented using two strategies to approximate the optimal criterion, denoted as SI-optimal design and Bayesian D-optimal design, respectively. …”

Performance of different optimization methods for increased number of parameters per subset. by Jafar Zamani (12902504)

“…<p>The light blue dots indicate the performance of algorithms for each subset of parameters. The dark blue curve shows the moving average of the samples with window of ±20 points (Filtered Data). …”

Structure determination statistics of HEWL and GI. by Ki Hyun Nam (5813819)

Subjects:

Molecular replacement (MR) solution and electron density maps of HEWL at various input CTDDs. by Ki Hyun Nam (5813819)

Subjects:

Unit cell distribution of the indexed HEWL images processed by by Ki Hyun Nam (5813819)

Subjects:

MR solution and electron density maps of GI at various input CTDDs. by Ki Hyun Nam (5813819)

Subjects:

Unit cell distribution of the indexed GI images processed by by Ki Hyun Nam (5813819)

Subjects:

<b>Geographic-dependent Parameter Optimization based on A-4DEnVar: Simulation with an </b><b>Idealized 2-D </b><b>Coupled Model</b> by Jianxin He (20589917)

“…In this study, a novel dynamic independent point (DIP) scheme combined with a sample-space variable replacement algorithm, which enhances the convexity of the cost function, reduces computational dimensionality, and further expands the parameter subspace, is introduced to A-4DEnVar. …”

Gaining Outlier Resistance With Progressive Quantiles: Fast Algorithms and Theoretical Studies by Yiyuan She (759508)

“…In particular, a new technique is proposed to alleviate the requirement on the starting point such that on regular datasets, the number of data resamplings can be substantially reduced. …”

7-segmentation of 200 scenes from BDD100k by Sabarish Vadarevu (9272924)