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John Thedy

ORCID: 0009-0008-6016-6770
Observed ORCID: 0009-0008-6016-6770
OpenAlex ID: A5015659841
Machine learning-enhanced fragility curves: Advancing reliability and safety of structures in seismic risk assessment
2025 · John Thedy, Kuo-Wei Liao · Reliability Engineering & System Safety · 28
Multisphere-based importance sampling for structural reliability
2021 · John Thedy, Kuo-Wei Liao · Structural Safety · 24
Adaptive Kriging Adopting PSO with Hollow-Hypersphere space in structural reliability assessment
2023 · John Thedy, Kuo-Wei Liao · Probabilistic Engineering Mechanics · 21
Fluvial flood adaptation using nature-based solutions: A comprehensive and effective assessment of hydro-meteorological risks
2023 · Kuo-Wei Liao, John Thedy, et al. · The Science of The Total Environment · 17
Bridge Health Monitoring via Displacement Reconstruction-Based NB-IoT Technology
2020 · John Thedy, Kuo-Wei Liao, et al. · Applied Sciences · 17
Reliability-based structural optimization using adaptive neural network multisphere importance sampling
2023 · John Thedy, Kuo-Wei Liao · Structural and Multidisciplinary Optimization · 14
Small data-based maintenance planning for a Tainter gate using component and system reliability
2024 · Kuo-Wei Liao, John Thedy · Automation in Construction · 6
A novel Pareto Front Symbiotic Organism Search (PF-SOS) combined with metaheuristic-optimized machine learning for optimal recycled aggregate concrete mixtures
2025 · Hanna Chintya Febriani Gunawan, John Thedy, et al. · Journal of Building Engineering · 4
Artificial Intelligence in Geopolymer Concrete Mix Design: A Comprehensive Review of Techniques and Applications
2025 · Malik Mushthofa, John Thedy, et al. · Iranian Journal of Science and Technology Transactions of Civil Engineering · 4
Auto regressive neural network-driven reliability optimization in base-isolated building design
2025 · John Thedy, Kuo-Wei Liao, et al. · Results in Engineering · 4
Reliability-based operation and maintenance optimization for offshore wind farms: Modeling and application in Taiwan
2025 · Kuo-Wei Liao, Yin-Ting Liu, et al. · Ocean Engineering · 3
Multi-Target Particle Swarm Optimization with Machine Learning Surrogates for Efficient Concrete Mix Design
2026 · Malik Mushthofa, John Thedy, et al. · International Journal of Engineering and Technology Innovation · 2
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Seismic reliability assessment of base-isolated steel structures via Autoregressive Neural Network and Pearson distribution method
2026 · John Thedy, Iswandi Imran, et al. · Structures · 2
Semi-Markov process-driven maintenance scheduling for Tainter gate system considering multiple limit states
2024 · John Thedy, Kuo-Wei Liao, et al. · Structural Health Monitoring · 2
Adaptive Kriging with hollow hypersphere strategy for system and component reliability
2026 · John Thedy, Kuo-Wei Liao, et al. · Structural Safety · 1
A smart multi-objective optimization framework for automated greenhouse structural design in controlled agricultural environments
2026 · John Thedy, Kuo-Wei Liao, et al. · Smart Agricultural Technology · 1
Probabilistic optimal control parameters with incomplete information on design variables using a heuristic algorithm
2021 · Kuo-Wei Liao, John Thedy · Applied Soft Computing · 1
Sobol and AI Surrogate Model for Analyzing Curing-Method Influence on Geopolymer Concrete Strength
2026 · Malik Mushthofa, John Thedy, et al. · Iranian Journal of Science and Technology Transactions of Civil Engineering
A risk–ecosystem indicator framework for assessing nature-based flood mitigation in abandoned peri-urban river channels
2026 · Chia-Tsun Chen, Kuo-Wei Liao, et al. · Environmental and Sustainability Indicators
Automated steel warehouse structural design incorporating the cutting stock problem via weighted multi-objective symbiotic organism search
2026 · John Thedy, Ay Lie Han, et al. · Structural and Multidisciplinary Optimization
Metaheuristic-based dimension reduction for structural reliability assessment using least squares support vector machine
2026 · John Thedy, Mochammad Qomaruddin, et al. · AIP conference proceedings
Revisiting the AAS/FA Ratio-Performance Relationship in Fly Ash-Based Geopolymer Concrete: Insights from AI-Derived Mix Design
2026 · Han Ay Lie, Malik Mushthofa, et al. · E3S Web of Conferences
Reliability of Multi story CLT Shear Wall Structure Considering Connection Uncertainty
2022 · John Thedy, Kuo-Wei Liao, et al. · International Symposium on Reliability Engineering and Risk Management (ISRERM)
Corroded RC Bridge Seismic Reliability Assessment via Pushover Analysis
2018 · John Thedy, Kuo-Wei Liao, et al. · International Symposium on Reliability Engineering and Risk Management (ISRERM)
Works count: 24
Citation count: 151
H-index: 6
I10-index: 6
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