Cosmopolitan

All Your Dip Powder Questions Answered, Like if They’re Better Than Gels or if They Damage Nails

After one too many rants to my best friend about my stubby, nail-glue–covered fingers (I’m a press-on nail fiend), she finally told me to book a dip powder manicure—the nail polish upgrade basically ...
IEEE

Error Analysis of Three-Layer Neural Network Trained With PGD for Deep Ritz Method

Abstract: Machine learning is a rapidly advancing field with diverse applications across various domains. One prominent area of research is the utilization of deep learning techniques for solving ...
IEEE

General Method for Rayleigh Signature Interrogation in Distributed Acoustic Sensors Based on Optical Time-Domain Reflectometry

Abstract: We introduce a method to measure the Rayleigh signature of an optical fiber, which is defined as the frequency dependence of the backscattering from each position along its length. The ...
GitHub

Implementation of Multi-Integral Importance Sampling for integration and for solving PDEs via the Deep Ritz method.

This repository implements Multi-Integral Importance Sampling (MIIS) to the Deep Ritz Method for solving Partial Differential Equations (PDEs), for the purpose of reducing the loss estimator variance ...