The use of machine learning in engineering design should be based on a recognition of what makes design different from problem solving in general and should be guided by a representation paradigm that is useful in solving engineering design problems. Recent research in knowledge-based design has ...
Artificial intelligence (AI) and machine learning (ML) have been transformative technologies across industries. They have upended redundant processes, increased efficiencies, and reduced errors. In the construction sector, AI & ML have found incredible usability, particularly in engineering design. ...
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Geyer P (2009). Component-oriented decomposition for multidisciplinary design optimization in building design. Advanced Engineering Informatics, doi:10.1016/j.aei.2008.06.008. Geyer P, Singaravel S (2018). Component-based machine learning for performance prediction in building design. Applied Energy, do...
XZ, Intelligent design method for beam and slab of shear wall structure based on deep learning,...
3. Code deliverables (docker image, e.g.) in tandem with product engineering team. 4. Optimize current machine learning models provision to best exploit cloud resources (CPUs and GPUs). 5. Optimize model latency subject to certain performance (accuracy) constraints. ...
Such techniques are collectively known as machine learning. In this report, a survey of recent applications of machine learning in environmental engineering is presented. In particular, the focus is on the topics of water resources management, flood prediction, rainfall-runoff modeling, wastewater ...
“Machine learning and artificial intelligence are starting to make the first inroads into daily life, but to our knowledge this is its very first application for industrial design and mechanical engineering,” said Haley. “This is an initial step for Autodesk in harnessing this powerful ...
Thetopics of interestforMachine Learning in Software Engineering(MLiSE) include, but are not limited to following: Automated software design and development, ML-based tools in SE such as for software integrated development environment, ML in software project management, planning and scheduling, ...
BASSETTI China is part of an international group established in 1992 in France and it has a strong presence in Europe, North America and Asia. BASSETTI Group is specialized in Technical Expertise Management®, offering engineering services and a customizable software, named TEEXMA®, that allows...