research
∙
04/10/2023
iPINNs: Incremental learning for Physics-informed neural networks
Physics-informed neural networks (PINNs) have recently become a powerful...
share
research
∙
11/23/2022
Cooperative data-driven modeling
Data-driven modeling in mechanics is evolving rapidly based on recent ma...
research
∙
08/09/2022
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks
The human brain is capable of learning tasks sequentially mostly without...
research
∙
09/22/2021