This project presents a comparative study of beam deflection analysis using three methods: an Analytical Solution via direct integration, the Finite Element Method (FEM), and a Physics-Informed Neural ...
When used in structural engineering, the term deflection refers to load-induced displacement, which typically affects beam designs. It can be an extremely complicated value to calculate when ...
Enhancing the Accuracy and Range of Cantilever-Based Measurements in Optical Beam Deflection Systems
Abstract: Accurate characterization of surfaces using cantilever-based optical beam deflection (OBD) systems is crucial for obtaining the sample’s “true” topography and its corresponding material ...
A deep learning model that learns the governing laws of physics to solve the Euler-Bernoulli beam equation without traditional training data. This repository contains the implementation of a ...
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