Manyu Xiao
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View article: Data-driven Oxidation Kinetic Model Construction of Silicon Carbide Composites
Data-driven Oxidation Kinetic Model Construction of Silicon Carbide Composites Open
Silicon carbide fiber-reinforced silicon carbide matrix composites (SiC f /SiC) exhibit exceptional properties, including lightweight, high strength, superior heat resistance, and high fracture toughness. However, the material's inherent i…
View article: Towards a data-driven paradigm for characterizing plastic anisotropy using principal components analysis and manifold learning
Towards a data-driven paradigm for characterizing plastic anisotropy using principal components analysis and manifold learning Open
View article: Stress-constrained topology optimization using approximate reanalysis with on-the-fly reduced order modeling
Stress-constrained topology optimization using approximate reanalysis with on-the-fly reduced order modeling Open
View article: Investigation of Classification and Anomalies Based on Machine Learning Methods Applied to Large Scale Building Information Modeling
Investigation of Classification and Anomalies Based on Machine Learning Methods Applied to Large Scale Building Information Modeling Open
Building Information Models (BIM) capable of collecting and synchronizing all the data related to a construction project into a unified numerical model consisting of a 3D representation and additional metadata (e.g., materials, physical pr…
View article: A Gaussian process regression‐based surrogate model of the varying workpiece dynamics for chatter prediction in milling of thin‐walled structures
A Gaussian process regression‐based surrogate model of the varying workpiece dynamics for chatter prediction in milling of thin‐walled structures Open
Since the dynamics of thin‐walled structures instantaneously varies during the milling process, accurate and efficient prediction of the in‐process workpiece (IPW) dynamics is critical for the prediction of chatter stability of milling of …
View article: Stress-Constrained Topology Optimization Using Approximate Reanalysis with on-the-Fly Reduced Order Modeling
Stress-Constrained Topology Optimization Using Approximate Reanalysis with on-the-Fly Reduced Order Modeling Open
Most of the methods used today for handling local stress constraints in topology optimization, fail to directly address the non-self-adjointness of the stress-constrained topology optimization problem. This in turn could drastically raise …
View article: A PARALLEL ALGORITHM OF ICSYM FOR COMPLEX SYMMETRIC LINEAR SYSTEMS IN QUANTUM CHEMISTRY
A PARALLEL ALGORITHM OF ICSYM FOR COMPLEX SYMMETRIC LINEAR SYSTEMS IN QUANTUM CHEMISTRY Open
International audience
View article: A Parallel Two-Stage Iteration Method for Solving Continuous Sylvester Equations
A Parallel Two-Stage Iteration Method for Solving Continuous Sylvester Equations Open
In this paper we propose a parallel two-stage iteration algorithm for solving large-scale continuous Sylvester equations. By splitting the coefficient matrices, the original linear system is transformed into a symmetric linear system which…
View article: Continuous Global Optimization Using A Guide Function Approach
Continuous Global Optimization Using A Guide Function Approach Open
International audience