Mr.Chongwei Shi Enhances Genomic Analysis Through Signal Processing and Machine Learning Integration for Gene Identification

A signal-processing–based framework converts DNA sequences into numerical signals to identify protein-coding regions. By integrating spectral ...
IEEE

Using Deep Learning for Data-Driven Seismic Velocity and Source Wavelet Inversion

Abstract: Full-waveform inversion (FWI) requires an accurate representation of the source wavelet to enhance the reliability of model reconstruction. Traditional wavelet estimation methods depend on ...
IEEE

Wavelet-Guided Hybrid Attention Neural Network for Identification of Microseismic Event

Abstract: Microseismic monitoring technology enables accurate and real-time identification of the spatial location and type of geological hazards, serving as a crucial component of early warning ...
GitHub

WDNO: Wavelet Diffusion Neural Operator (ICLR 2025)

We introduce Wavelet Diffusion Neural Operator (WDNO), a novel method for generative PDE simulation and control, to address diffusion models' challenges of modeling system states with abrupt changes ...
GitHub

Image Denoising using Haar Wavelets

This repository contains an implementation of image denoising using Haar wavelets. Wavelet-based denoising is a powerful technique for reducing noise in digital images, particularly Gaussian noise, ...