Ahmad Zainul Ihsan's Projects
Interface for Ads1110
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
Python wrapper for the arXiv API
A curated list of awesome stuff around the FAIR principles for (scientific) data, i.e that data is findable, accessable, interoperable and re-usable.
A curated list of various semantic web and linked data resources.
Collection of papers on text mining for materials science
Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"
Dislocation Ontology Repository
This repository is a home to the Dislocation Ontology Suite (DISOS), an ontology suite comprising several modules describing materials scientific concepts, representations of dislocations, and different simulation models in the dislocation domain.
Komodo(Kontinuum Dislocation on Moose Framework)
Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).
A pretrained BERT model on materials science literature
General training framework for NER models on MatBERT
Public release of data and code for materials synthesis generation
This repository collects the ongoing work towards the development of the ontology on common terms defined for the MDMC Joint Lab and NEP.
Examples and libraries for "Natural Language Processing in Action" book