2 citations · 3 across the 7 of their papers we have counts for
7 papers
CM-GAI: Continuum Mechanistic Generative Artificial Intelligence Theory for Data Dynamics
Shan Tang, Ziwei Cao, Zhenling Yang +4
Generative artificial intelligence (GAI) plays a fundamental role in high-impact AI-based systems such as SORA and AlphaFold. Currently, GAI shows limited capability in the special…
Simulation-Free Determination of Microstructure Representative Volume Element Size via Fisher Scores
Wei Liu, Satyajit Mojumder, Wing Kam Liu +2
A representative volume element (RVE) is a reasonably small unit of microstructure that can be simulated to obtain the same effective properties as the entire microstructure sample…
Multiscale reduced-order modeling of fused filament fabricated composites
Satyajit Mojumder, Anton van Beek, Zahabul Islam +2
Defects such as voids are observed at multiple length scales of an additively manufactured composite material. Modeling such defects and their multiscale interaction is crucial for…
Eighty Years of the Finite Element Method: Birth, Evolution, and Future
Wing Kam Liu, Shaofan Li, Harold Park
This year marks the eightieth anniversary of the invention of the finite element method (FEM). FEM has become the computational workhorse for engineering design analysis and scient…
Concurrent n-scale modeling for non-orthogonal woven composite
Jiaying Gao, Satyajit Mojumder, Weizhao Zhang +5
Concurrent analysis of composite materials can provide the interaction among scales for better composite design, analysis, and performance prediction. A data-driven concurrent n-sc…
Discovering universal scaling laws in 3D printing of metals with genetic programming and dimensional analysis
Zhengtao Gan, Orion L. Kafka, Niranjan Parab +4
We leverage dimensional analysis and genetic programming (a type of machine learning) to discover two strikingly simple but universal scaling laws, which remain accurate for differ…
Ternary and senary representations using DNA double-crossover tiles
Byeonghoon Kim, Soojin Jo, Junyoung Son +9
The information capacity of double-crossover (DX) tiles was successfully increased beyond a binary representation to higher base representations. By controlling the length and the…