[Paper Review] Understanding and mitigating gradient flow pathologies in physics-informed neural networks
PINNs may struggle with learning due to some gradient flow pathologies. The paper points out two major pitfalls...
[Insurance Retrieval] PDF Parsing
All insurance policy documents are given as PDF format. Therefore, we must convert them into texts, before feeding...
Basic github commands
I sometimes forget github commands when I start and manage a new project.. So here I write some...
Setting Python packages in editable mode
Occasionally, during development, you may need to modify a Python package manually. One convenient way to do this...
[Insurance Retrieval] Starting a project: Information Retrieval for Insurance Documents
At our lab, I’m currently involved in a research project commissioned by an insurance company in South Korea....
