Andrew C. E. Reid

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 3

Top Topics

Unsupervised Learning

Knowledge Integration

Weakly Supervised

Top Venues

Publications

Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations. IJCNN (2023)
Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. IJCNN (2019)
Stefanos Papanikolaou, Michail Tzimas, Hengxu Song, Andrew C. E. Reid, Stephen A. Langer
Learning crystal plasticity using digital image correlation: Examples from discrete dislocation dynamics. CoRR (2017)
Valerie R. Coffman, Andrew C. E. Reid, Stephen A. Langer, Günay Dogan
OOF3D: An image-based finite element solver for materials science. Math. Comput. Simul. 82 (12) (2012)