Dimensionality reduction through convolutional autoencoders for fracture patterns prediction
Krushna Shinde, Vincent Itier, José Mennesson, Dmytro Vasiukov, Modesar Shakoor
Topics & Concepts
AutoencoderDimensionality reductionNonlinear systemCurse of dimensionalityReduction (mathematics)Principal component analysisArtificial neural networkDiffusion mapComputer scienceConvolutional neural networkAlgorithmModel order reductionMathematicsApplied mathematicsArtificial intelligenceNonlinear dimensionality reductionGeometryPhysicsProjection (relational algebra)Quantum mechanicsNon-Destructive Testing TechniquesFatigue and fracture mechanicsRock Mechanics and Modeling