Sobol’ sequences (also called LP τ sequences or (t, s) sequences in base 2) are a type of quasi-random low-discrepancy sequence. They were first introduced by the Russian mathematician Ilya M. Sobol’ (Илья Меерович Соболь) in 1967.

Quasi Monte Carlo的学者们已经花了数10年的时间搜索这种矩阵，现在我们可以在这个网页（Sobol sequence generator ）找到可以生成21201维度的Sobol序列的矩阵。 Rank-1 Lattices. 最后再简单提一下Rank-1 Lattices。

2021年7月1日 · In this work, we compare and contrast three sampling schemes – random sampling, LHS, and Sobol sequences – for the purposes of performing both parameter sensitivity analysis and model calibration.

Robert W. Sobol is a Professor in the Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University and was also recently named the Associate Director for basic research and co-leader of the Cancer Biology Program at the Le­gorreta Cancer Center at Brown Univer­sity.

In summary, Sobol sensitivity analysis is a useful tool for model building and evaluation and thus for translational drug research and development. Sobol sensitivity analysis can be applied to PK, physiologically based pharmacokinetic (PBPK), and systems pharmacology models to identify the key parameters that drive the model output.

Like latin hypercube sampling, Sobol's sequence is a low discrepancy sequence that is used to generate points in a multidimensional space. It is a deterministic sequence that is designed to fill...

2017年9月26日 · is there someone on this forum that can explain to me how Random sobol cell 3d works? I have found an example on how to use it, in some japanese 4.17 overview (attached photo) and i know that multiplication at return value of random sobol regulates overall size of the structure. But i don’t understand how the forloops work.

2024年8月7日 · Throughout his career, Dr. Sobol has been deeply involved in the development of genetically modified cell lines. Early in his research, creating these lines involved using mouse models to study specific gene knockouts.

Like latin hypercube sampling, Sobol’s sequence is a low discrepancy sequence that is used to generate points in a multidimensional space. It is a deterministic sequence that is designed to fill the space more uniformly than random sampling.

Research in the Sobol lab focuses on the mechanism of base excision repair, PARP and NAD+ metabolism in human cells and the convergent role of these enzymes and pathways in response to environmental Genotoxins and chemotherapy.