[08/12/2025] New paper entitled "Image fragmented learning for data-driven topology design" has been published in Structural and Multidisciplinary Optimization.
[07/16/2025] New paper entitled "Evolutionary de-homogenization using a generative model for optimizing solid-porous infill structures considering the stress concentration issue" has been published in Materials & Design.
[07/14/2025] New paper entitled "Performance Enhancement of Variously Shaped Ribbed Wall Microchannel Through Topology Optimization" has been published in Case Studies in Thermal Engineering.
[06/28/2025] New paper entitled "Data-driven topology design with persistent homology for enhancing population diversity" has been published in International Journal of Mechanical Sciences.
[06/19/2025] New paper entitled "Data-driven morphological exploration and shape optimization for turbulent pipe systems" has been published in Journal of Mechanical Design.
[06/10/2025] New paper entitled "Data-driven topology design based on principal component analysis for 3D structural design problems" has been published in Structural and Multidisciplinary Optimization.
[06/05/2025] New paper entitled "Improved adjoint lattice Boltzmann method for topology optimization of laminar convective heat transfer" has been published in International Journal of Heat and Mass Transfer.
[04/15/2025] New paper entitled "Adjoint lattice kinetic scheme for topology optimization in fluid problems" has been published in Journal of Computational Physics.
[04/14/2025] New paper entitled "Deep concept identification for generative design" has been published in Advanced Engineering Informatics.
[03/04/2025] New paper entitled "Topology optimization for microchannel heat sinks with nanofluids using an Eulerian-Eulerian approach" has been published in International Journal of Heat and Mass Transfer.
[02/19/2025] New Paper entitled "Self-support structure topology optimization for multi-axis additive manufacturing incorporated with curved layer slicing" has been published in Computer Methods in Applied Mechanics and Engineering.
[02/18/2025] New Paper entitled "Topology optimization for particle flow problems using Eulerian-Eulerian model with a finite difference method" has been published in Computers & Fluids.
[01/28/2025] New paper entitled "Maximum stress minimization via data-driven multifidelity topology design" has been published in Journal of Mechanical Design.
[01/21/2025] New paper entitled "Data-driven multifidelity topology design with multi-channel variational auto-encoder for concurrent optimization of multiple design variable fields" has been published in Computer Methods in Applied Mechanics and Engineering.
[01/08/2025] New paper entitled "Data-driven multifidelity topology design for enhancing turbulent natural convection cooling" has been published in International Journal of Heat and Mass Transfer.
[10/01/2024] New paper entitled "Data-driven multi-fidelity topology design of fin structures for latent heat thermal energy storage" has been published in Applied Energy.
08/08/2024] New paper entitled "Topology optimization for hybrid additive-subtractive manufacturing incorporating dynamic process planning" has been published in Computer Methods in Applied Mechanics and Engineering.
[03/04/2024] New paper entitled "Latent crossover for data-driven multifidelity topology design" has been published in Journal of Mechanical Design.
[03/28/2024] I will present "Invitation to topology optimization for fluid problems —from traditional to AI-based approaches—" at the Applied Mechanics Forum of the Japan Society of Civil Engineering.
[01/01/2024] I have been promoted to Associate Professor.
[08/25/2023–09/07/2023] I will visit the University of Texas at Austin under the support of J. Tinsley Oden Faculty Fellowship Research Program.
[04/19/2023] Open call: one postdoc position is available.
[04/13/2023] New paper entitled "Topology optimization using the lattice Boltzmann method for unsteady natural convection problems" has been published in Structural and Multidisciplinary Optimization.
[02/14/2022] New paper entitled "Topology optimization for the elastic field using the lattice Boltzmann method" has been published in Computers & Mathematics with Applications.
[01/02/2022] This website has opened.