User profiles for Manyu Xiao

Manyu XIAO

Associate professor of department of applied mathematics
Verified email at nwpu.edu.cn
Cited by 652

Accelerating large-scale topology optimization: State-of-the-art and challenges

…, D Lu, B Raghavan, P Breitkopf, S Dutta, M Xiao… - … Methods in Engineering, 2021 - Springer
Large-scale structural topology optimization has always suffered from prohibitively high
computational costs that have till date hindered its widespread use in industrial design. The first …

On-the-fly model reduction for large-scale structural topology optimization using principal components analysis

M Xiao, D Lu, P Breitkopf, B Raghavan, S Dutta… - Structural and …, 2020 - Springer
Despite a solid theoretical foundation and straightforward application to structural design
problems, 3D topology optimization still suffers from a prohibitively high computational effort …

Multi-grid reduced-order topology optimization

M Xiao, D Lu, P Breitkopf, B Raghavan… - Structural and …, 2020 - Springer
Additive printing allows the “single step” production of virtually any complex mechanical
component. However, the manufacturing process involves a layer-by-layer deposition of material…

Model reduction by cpod and kriging: application to the shape optimization of an intake port

M Xiao, P Breitkopf, R Filomeno Coelho… - Structural and …, 2010 - Springer
This paper proposes a novel approach for multi-objective optimization when the criteria of
interest rely on a functional output from an expensive-to-evaluate numerical simulator. More …

Extended Co-Kriging interpolation method based on multi-fidelity data

M Xiao, G Zhang, P Breitkopf, P Villon… - Applied Mathematics and …, 2018 - Elsevier
The common issue of surrogate models is to make good use of sampling data. In theory, the
higher the fidelity of sampling data provided, the more accurate the approximation model …

Metamodel-assisted optimization based on multiple kernel regression for mixed variables

M Herrera, A Guglielmetti, M Xiao… - Structural and …, 2014 - Springer
While studies in metamodel-assisted optimization predominantly involve continuous variables,
this paper explores the additional presence of categorical data, representing for instance …

The combination of r848 with sorafenib enhances antitumor effects by reprogramming the tumor immune microenvironment and facilitating vascular normalization in …

Y He, L Zhan, J Shi, M Xiao, R Zuo, C Wang… - Advanced …, 2023 - Wiley Online Library
Novel promising strategies for combination with sorafenib are urgently needed to enhance
its clinical benefit and overcome toxicity in hepatocellular carcinoma (HCC). the molecular …

[HTML][HTML] Synergistic Antioxidant Effects of Araloside A and L-Ascorbic Acid on H2O2-Induced HEK293 Cells: Regulation of Cellular Antioxidant Status

Y Tian, X Zhang, M Du, F Li, M Xiao… - Oxidative Medicine and …, 2021 - hindawi.com
Araloside A is a pentacyclic triterpenoid saponin, and L-ascorbic acid is a globally recognized
antioxidant. In this study, coadministered araloside A and L-ascorbic acid were found to …

Multiconfiguration shape optimization of internal cooling systems of a turbine guide vane based on thermomechanical and conjugate heat transfer analysis

…, W Zhang, G Xie, Y Xu, M Xiao - Journal of Heat …, 2015 - asmedigitalcollection.asme.org
This study concerns optimization of shapes, locations, and dimensions of internal cooling
passages within a turbine vane under severe environments. The basic aim is to achieve a …

[HTML][HTML] Stress-constrained topology optimization using approximate reanalysis with on-the-fly reduced order modeling

M Xiao, J Ma, D Lu, B Raghavan, W Zhang - Advanced Modeling and …, 2022 - Springer
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 …