GitHub

fastapi-example

Practical Clean Architecture backend example built with FastAPI. No stateful globals (DI), low coupling (DIP), tactical DDD, CQRS, proper UoW usage. REST API, per ...
IEEE

Inhomogeneous Media Inverse Scattering Problem Assisted by Swin Transformer Network

Abstract: A deep learning-assisted inversion method is proposed to solve the inhomogeneous background imaging problem. First, a noniterative method called the distorted-Born modified Born ...
GitHub

Finite basis physics-informed neural networks (FBPINNs)

This repository allows you to solve forward and inverse problems related to partial differential equations (PDEs) using finite basis physics-informed neural networks (FBPINNs). To improve the ...
IEEE

Solving Inverse Problems With Deep Neural Networks – Robustness Included?

Abstract: In the past five years, deep learning methods have become state-of-the-art in solving various inverse problems. Before such approaches can find application in safety-critical fields, a ...