Data driven algorithm design for combinatorial problems is an important aspect of modern data science and algorithm design. Rather than using off-the-shelf algorithms that only have worst case performance guarantees, practitioners typically optimize over large families of parametrized algorithms and tune ...
So far, we’ve talked about the best-case scenario for data-driven design: using quantitative data to identify issues and to benchmark current performance, and then using real-time qualitative user testing to understand why you’re seeing those numbers and how to improve them. Now, let’s w...
The exploration of the coupled vast design space resulting from co-optimization of the morphology and 3D magnetic profile is enabled by the developed data-driven design algorithm and a computationally low-cost simulation engine (Fig. 1D, E). A heuristic design space exploration method of multi-dim...
| 数据导向构成法则(Data-Driven Formation) HYGGE AAT workshop2.0advanced architecture technology 01 -课程背景 - 课程介绍: 为了帮助大家更好的掌握国外名校的研究理论与设计逻辑,具备前沿的软件知识与技术,学习完整且具世界一流水平的设计专业能力。利用资讯/数据导向设计(Data-Drive Design)法则将都市中复杂的问题...
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant
(‘data-driven design’ OR ‘data-driven’ OR ‘data mining’ OR ‘big data’ OR ‘data analysis’ OR ‘machine learning’). The naïve search strategy yielded 1310 records. Subsequently, we used the RAKE algorithm [55] to expand a set of relevant keyword terms considering the title, ab...
A bright future for Lumada The collaborative, open approach to research and development at Lumada has many other impacts. Its data-driven AI technology is helping to improve food safety, prevent mechanical failures, reduce energy consumption and resolve social issues such as childcare provision. “Th...
Data-driven Variable blank holder force Multi-objective optimization Sequential approximate optimization 1. Introduction Sheet forming is widely used in industries such as automotive and aerospace. The forming quality and precision are vital to product life and reliability. During sheet forming, the blank...
The digital foundation of Huawei’s smart city approach can be applied to local ecology through AI-enhanced UAVs. Invoking and orchestrating UAV fleet management and route planning capabilities makes regular, task-driven algae inspections possible. ...
2.1Data-Driven Personas User experience (UX) design is to elicit positive experience by using designs customized to users. In UX design, persona is often used to understand users. Persona categorizes users based on their behavior, goals, needs, and context. Namely, persona is an artificial char...