Engineering Futures 播客 - Episode #2 Data-Driven 模拟 in Engineering
“Things that you can kind of draw from this extra capability are all sorts of benefits really 就像 more sustainability, 攒钱, 和 cutting down on the amount of material you might need to use. ”
埃德·霍利斯
数字工程
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Find out how we are challenging the status quo by weaving 数据科学 into traditional 有限元分析(FEA) 和 计算流体动力学(CFD). This episode elaborates on various key dimensions, 比如敏感性分析, 不确定性的资格, 优化, 逆分析.
技术催化剂改变游戏规则
The role of technology cannot be overstated when it comes to shaping the future of engineering. We discuss the transformative influence of high-power computing 和 how accessible open-source tools 就像 Python are redefining contemporary 模拟 methods.
Insights from Inside 数字工程
This episode features an enlightening case study on Dakota, an open-source tool. This case study revolves around a 2D foil 模拟 that demonstrates how to optimize designs 和 quantify uncertainties, serving as a practical example of our pioneering approach.
Why Should You Care About Data-Driven 模拟 in Engineering?
The benefits of data-driven 模拟 are not limited to theoretical discussions; they manifest in real-world applications:
- 设计效率:Underst和ing sensitivity aspects helps in streamlining design processes.
- 客户端数据完整性: Uncertainty quantification ensures that client data is accurate 和 reliable.
- 产品质量: Optimization techniques contribute to elevating the quality of end products.
展望未来
As we look ahead, the prospects are limitless:- 实现了从2D到3D模拟的飞跃.
- Growing utilization of surrogate models for faster 和 more efficient 模拟s.
- A forward-looking agenda to implement data-driven techniques in forthcoming client projects.
Wrapping Up: A Look at the Transformational Impact of Data-Driven 模拟
总之, this episode of Engineering Futures serves as your comprehensive guide to the burgeoning field of data-driven 模拟 in engineering. We don't just scratch the surface; we delve into its role, importance, 和 its promising future. From theoretical principles to practical examples, this episode is a must-listen for anyone interested in the next big thing in engineering.
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数字工程播客系列
在我们的 工程期货系列, this engineering podcast goes beyond the challenges of hydrogen use. 我们从 数字工程 to shed light on ground-breaking projects 和 demonstrate the value of digital engineering in providing insight, underst和ing 和 answers to complex engineering 和 technology challenges.
Topics range from data-driven 模拟 research 和 development to applications of advanced 模拟 techniques, 就像 计算流体动力学(CFD)在食品im体育平台app下载. Tune in to underst和 how we answer complex engineering questions across a diverse range of industries 和 technical disciplines.
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数字工程
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