Litcius/Paper detail

Deep generative modeling for mechanistic-based learning and design of metamaterial systems

Liwei Wang, Yu‐Chin Chan, Faez Ahmed, Zhao Liu, Ping Zhu, Wei Chen

2020Computer Methods in Applied Mechanics and Engineering350 citationsDOIOpen Access PDF

Topics & Concepts

MetamaterialComputer scienceSpace mappingGenerative modelAutoencoderTopology optimizationTheoretical computer scienceDeep learningTopology (electrical circuits)Artificial intelligenceAlgorithmGenerative grammarMathematicsMaterials scienceEngineeringFinite element methodCombinatoricsOptoelectronicsStructural engineeringTopology Optimization in EngineeringMusic Technology and Sound Studies
Deep generative modeling for mechanistic-based learning and design of metamaterial systems | Litcius