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Researchers develop new algorithms for the efficient design of motorcycles in the digital environment

Researchers at Universidad Carlos III de Madrid (UC3M) have developed a set of innovative methods and algorithms that improve the performance and precision of vehicle design through topological ...
IEEE

AI Knows Aesthetics: AI-Generated Interior Design Identification Using Deep Learning Algorithms

Abstract: The integration of Artificial Intelligence (AI) in interior design has revolutionized how spaces are conceptualized, visualized, and classified. As digital tools and generative design models ...
IEEE

Compiler, Runtime, and Hardware Parameters Design Space Exploration

Abstract: HPC systems are increasingly complex with many tunable parameters impacting applications' metrics-e.g., performance, energy consumption. The main challenges of these systems are finding the ...
Microsoft

How we build robust-by-design algorithms

We use heuristics to solve computationally difficult problems where optimal solutions are too expensive to deploy, hard to manage, or otherwise inefficient. Our prior work, MetaOpt, shows many of the ...
GitHub

Analysing K-means clustering algorithm and providing several parallel implementations.

For Single_k implementations : Compilation: g++ filename.cpp -o executable_name -lm Execution: ./executable_name input_filename.txt num_clusters(int) For Multiple_k implementations: Compilation: g++ ...