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Chi-tathon Kupwiwat

Assistant Professor

Chulalongkorn University

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Research Interests

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Professors in Structural Engineering

Articles (13)

Year:

2026

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2026

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2026

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2026

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2026

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2025

Year:

2025

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2025

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2025

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2024

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2023

Year:

2023

Year:

2023

Collaborators (4)

Walaiporn Nakapan

Lecturer

Chulalongkorn University

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Makoto Ohsaki

Kyoto University

JAPAN

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Lapyote Prasittisopin

Chulalongkorn University

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Kazuki Hayashi

講師 / Senior Lecturer/ Junior Associate Professor

Kyoto University

JAPAN

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Chi-tathon Kupwiwat

Research Interests

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Articles (13)

A unified evaluation framework for reinforcement learning paradigms in bi-objective truss optimization

Reframing architectural classification as representation: Perceptual, structural, and hybrid encodings under small-data conditions

DeepTagPhoto: Expert-guided unsupervised clustering of Thai architectural photography using pre-trained CNN models

Life-cycle-aware structural optimization of timber lattice shells using multi-task graph reinforcement learning

Multi-task machine learning for structural optimizations of lattice shells

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

Integrating genetic algorithm and life cycle assessment for low-carbon optimization of timber lattice shell structures

Thermal performance and urban simulation study of climate-responsive bottom ash – Cement blocks

Advancing urban thermal comfort: adaptive ensemble machine learning models for tropical climates

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

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

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

STRUCTURAL MORPHOGENESIS OF GRID SHELLS BY USING AUTONOMOUS DECENTRALIZED SYSTEM AND REINFORCEMENT LEARNING,自律分散システムと強化学習を用いた格子シェルの構造形態創生

Collaborators (4)

Walaiporn Nakapan

Makoto Ohsaki

Lapyote Prasittisopin

Kazuki Hayashi

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