Popular GitHub Repositories for Allen Cahn

Generative Pre-Trained Physics-Informed Neural Networks Implementation

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

Physics-informed neural networks (PINNs)

Generating text in the style of Edgar Allen Poe using stacked LSTM's

Sentiment Analysis using Allen NLP. Includes a quick insight into what can be done using the library.

Semantic-based search using word embedding to help the medical community develop answers to high priority scientific questions using Kaggle's CORD-19 dataset. This repository is part of Kaggle's CORD-19 challenge: https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge

Looks for topological pattern across axonal reconstructions without using any meta data, i.e. Allen labels, just based on data driven features.

基于物理信息的深度神经网络二维Cahn-Hilliard方程建模