Research

List of Achievements

Journal Articles

List of Achievements

Please visit the following "researchmap" website for our list of achievements.

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Journal Articles

By clicking the buttons below, you can access to our previously published journal articles.

Micro–Macro Performance of Naturally Aging Amorphous Silicon Photovoltaics From BIPV Applications

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Multi-layer auxetic surfaces with compliant mechanisms

PDF (open access)

Spectral Architectural GeometrySpectral geometry is a mathematical field that links geometrical properties to eigenvalues of differential operators on surfaces. Although it is a wel…

PDF (open access)

Local search-based online learning algorithm for shape and cross-section optimization of free-form single-layer reticulated shells

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Hierarchical graph-based machine learning model for optimization of three-dimensional braced steel frame

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平面骨組への分解とマルチエージェント強化学習による鋼構造立体骨組の最適設計

PDF (open access)

設計過程におけるデザイン評価の二次元マッピングを導入した建築設計教育のフィードバック手法

PDF (open access)

Target shape approximation of funicular surfaces by load control using RBF interpolation - Kazuki Hayashi, Jun Yanagimuro, 2024

PDF (preprint)

Multi-objective optimization of truss structure using multi-agent reinforcement learning and graph representation

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Parametric generation of optimal structures through discrete exponential functions: unveiling connections between structural optimality and discrete isothermicity - Structural and Multidisciplinary Optimization

PDF (open access)

DEEP DETERMINISTIC POLICY GRADIENT AND GRAPH CONVOLUTIONAL NETWORKS FOR TOPOLOGY OPTIMIZATION OF BRACED STEEL FRAMES

PDF (open access)

Mean curvature flow for generating discrete surfaces with piecewise constant mean curvatures

PDF (open access)

Deep deterministic policy gradient and graph attention network for geometry optimization of latticed shells - Applied Intelligence

PDF (preprint)

Deep reinforcement learning-based critical element identification and demolition planning of frame structures - Frontiers of Structural and Civil Engineering

PDF (Author's repository)

Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning

PDF (open access)

Frontiers | Deep deterministic policy gradient and graph convolutional network for bracing direction optimization of grid shells

PDF (open access)

Graph-based reinforcement learning for discrete cross-section optimization of planar steel frames

PDF (open access)

Machine-specified ground structures for topology optimization of binary trusses using graph embedding policy network

PDF (ResearchGate)

Reinforcement learning for optimum design of a plane frame under static loads - Engineering with Computers

PDF (preprint)

Discrete Gaussian Curvature Flow for Piecewise Constant Gaussian Curvature Surface

PDF (open access)

デザイン評価の可視・共有化を促進する「LIVE AHP」を導入したデザイン審査会方式

PDF (open access)

Frontiers | Reinforcement Learning and Graph Embedding for Binary Truss Topology Optimization Under Stress and Displacement Constraints

PDF (open access)

FDMopt: Force density method for optimal geometry and topology of trusses

PDF (preprint)

Force density method for simultaneous optimization of geometry and topology of trusses - Structural and Multidisciplinary Optimization

PDF (preprint)

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