Computer-aided engineering (CAE) is the use of computer software to simulate the performance of a product in order to improve the design or facilitate solving engineering problems for various industries.

Self-learning algorithms prove high potential in metamodeling for CAE-based applications. Especially if large amounts of data from simulation or experiments are available, they outperform “classic” regression methods.

Oct 4, 2023 · Machine Learning is considered a part of Artificial Intelligence (AI) (Michalski et al. 2013). In essence, ML algorithms are general procedures and codes that, with the information from datasets, can give predictions for a wide range of problems (see Fig. 1.1).

Aug 31, 2023 · Computer-Aided Engineering (CAE) is the broad term used for the use of computers in the design, analysis, and manufacturing of products and systems. It is a key component of the broader concept of Computer-Aided Design and Manufacturing (CAD/CAM).

Aug 9, 2023 · An algorithm is a set of step-by-step instructions to accomplish a task or solve a problem, often used in computer science.

Jun 24, 2024 · Computer Aided Engineering Services (CAE) applies computational methods as well as simulations in engineering design, analysis, and optimization. This includes design optimization, simulation capabilities for various physical phenomena, cost and time savings, interdisciplinary integration, accuracy, and reliability.

Computer-Aided Engineering (CAE) leverages computer-based tools and techniques to analyze, design, and simulate engineering problems, enabling engineers to optimize performance and reduce product development time.

Nov 7, 2012 · It also discussed the concept of computer aided engineering design and outlines the steps involved in the development of a structure plan or algorithm.

Jan 1, 2020 · In this dissertation, we leverage the speed of GPU-accelerated algorithms to accelerate data-driven CAE tools. Specifically, we develop four CAE tools in this dissertation. First, we propose an intelligent decision-making system that can be applied in the product development process.

Oct 24, 2024 · Algorithms provide computers with a series of instructions that transform data into usable knowledge. Every algorithm is essentially trying to make a decision, often as part of a series of decisions, to ensure a computational input is processed and transmitted as usable data based on the task it’s trying to accomplish.