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22.2. A sensitivity analysis module exists that permits to perturb one or multiple model parameters to quantify the sensitivity of one or multiple predicted model quantities of interest to these param…
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Description:
Extension of the o²S²PARC meta-modeling framework to accept a set of data samples and iterate over that set. Specifically, this will be required to sweep over a series of histological cr…
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[HGW14] Kambiz Haji Hajikolaei and G Gary Wang. High dimensional model representation with
principal component analysis. Journal of Mechanical Design, 136(1):011003, 2014.
[HHCW16] Kambiz Haji Hajikol…
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The 20-dimensional function was used in a metamodeling exercise[^1]; it features a sparse polynomial structure in high-dimension but with low degree of interaction. The function reads:
$$
\mathcal…
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The 2-dimensional test function was used in a metamodeling exercise[^1]; it features a sparse polynomial structure in low-dimension but with relatively high-degree two-way interactions. The function r…
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I assume sysml2 is designed using sysml1. Where can we find sysml2 model based on sysml1?
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> This project will be mentored by @[HydrogenSulfate](https://github.com/HydrogenSulfate)
## 1. 背景
在 PhyLSTM 论文中，引入了一个创新的物理信息LSTM框架，用于对具有稀缺数据的非线性结构系统进行元建模。基本概念是将可用但不完整的物理知识（例如，物理定律，科学原理）整合到深度长短…
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Pasting the following
```json
{
"@context": "https://github.com/Azure/opendigitaltwins-dtdl/blob/master/DTDL/v2/context/DTDL.v2.context.json",
"@id": "dtmi:com:example:Thermostat;1",
"@typ…
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Currently calling `uqtf.list_functions()` with a `tag` argument, the application tags are still shown. This information is superfluous and may be hidden in such a case.
```python
>>> import uqtest…
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**Submitting author:** @maikeh7 (Maike Holthuijzen)
**Repository:** https://github.com/maikeh7/hetGP4cast
**Branch with paper.md** (empty if default branch):
**Version:** 1.0.0
**Editor:** Pending
**…