Uni-ELF: A Multi-Level Representation Learning Framework for Electrolyte Formulation Design.
Boshen ZengSian ChenXinxin LiuChanghong ChenBin DengXiaoxu WangZhifeng GaoYuzhi ZhangWeinan ELinfeng ZhangPublished in: CoRR (2024)
Keyphrases
- design principles
- learning process
- distributed learning
- inference process
- active learning
- learning scheme
- representation language
- hybrid learning
- online learning
- conceptual framework
- learning design
- main contribution
- supervised learning
- prior knowledge
- representation scheme
- learning mechanism
- dynamic bayesian networks
- visual representation
- multi task
- learning goals
- learning algorithm
- software architecture
- learning systems
- user interface
- learning tasks
- learning community
- mobile learning
- background knowledge
- image representation
- knowledge acquisition
- probabilistic model
- multi agent systems
- case study
- neural network
- unified framework