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Author

Atin Roy

ORCID: 0000-0002-7353-3903
Observed ORCID: 0000-0002-7353-3903
OpenAlex ID: A5000443490
Support vector machine in structural reliability analysis: A review
2023 · Atin Roy, Subrata Chakraborty · Reliability Engineering & System Safety · 560
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Support vector regression based metamodeling for structural reliability analysis
2018 · Atin Roy, Ramkrishna Manna, et al. · Probabilistic Engineering Mechanics · 127
Support vector regression based metamodel by sequential adaptive sampling for reliability analysis of structures
2020 · Atin Roy, Subrata Chakraborty · Reliability Engineering & System Safety · 109
Support vector regression based metamodeling for seismic reliability analysis of structures
2018 · Shyamal Ghosh, Atin Roy, et al. · Applied Mathematical Modelling · 84
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Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model
2021 · Atin Roy, Subrata Chakraborty · Reliability Engineering & System Safety · 53
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Kriging Metamodeling-Based Monte Carlo Simulation for Improved Seismic Fragility Analysis of Structures
2019 · Shyamal Ghosh, Atin Roy, et al. · Journal of Earthquake Engineering · 35
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Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach
2022 · Axay Thapa, Atin Roy, et al. · Probabilistic Engineering Mechanics · 27
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A generalized moving least square–based response surface method for efficient reliability analysis of structure
2020 · Sounak Kabasi, Atin Roy, et al. · Structural and Multidisciplinary Optimization · 23
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A physics-informed neural network enhanced importance sampling (PINN-IS) for data-free reliability analysis
2024 · Atin Roy, Tanmoy Chatterjee, et al. · Probabilistic Engineering Mechanics · 21
Reliability analysis of structures by multiple sparse polynomial chaos expansion based adaptive metamodel
2025 · Avinandan Modak, Atin Roy, et al. · Reliability Engineering & System Safety · 15
A comparative study of various metamodeling approaches in tunnel reliability analysis
2023 · Axay Thapa, Atin Roy, et al. · Probabilistic Engineering Mechanics · 15
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Reliability analyses of underground tunnels by an adaptive support vector regression model
2024 · Axay Thapa, Atin Roy, et al. · Computers and Geotechnics · 13
Seismic Reliability Analysis of Structures by an Adaptive Support Vector Regression-Based Metamodel
2023 · Atin Roy, Subrata Chakraborty · Journal of Earthquake Engineering · 13
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Reliability Analysis of Structures by Active Learning Enhanced Sparse Bayesian Regression
2023 · Atin Roy, Subrata Chakraborty, et al. · Journal of Engineering Mechanics · 12
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Seismic reliability analysis of nonlinear structures by active learning-based adaptive sparse Bayesian regressions
2024 · Atin Roy, Subrata Chakraborty, et al. · International Journal of Non-Linear Mechanics · 7
Reliability analysis of structures by iterative sequential sampling based response surface
2021 · Sounak Kabasi, Atin Roy, et al. · Proceedings of the Institution of Civil Engineers - Structures and Buildings · 2
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Adaptive Kriging Metamodel with Error Stability-Based Stopping Criterion for Reliability Analysis of Underground Tunnel
2024 · Axay Thapa, Atin Roy, et al. · Lecture notes in civil engineering
Deep Neural Network for Time Dependent Reliability Analysis of Structures
2023 · Rajyasri Roy, Atin Roy, et al. · Lecture notes in mechanical engineering
Adaptive Kriging Metamodel Based Reliability Analysis of Tunnel
2023 · Axay Thapa, Atin Roy, et al. · Lecture notes in mechanical engineering
Improved Adaptive Response Surface Method for Reliability Analysis of Structures
2019 · Atin Roy, Subrata Chakraborty · Lecture notes in mechanical engineering
Improved Support Vector Regression Based Metamodel for Reliability Analysis of Structure
2019 · Atin Roy, Subrata Chakraborty · European Safety and Reliability Conference (ESREL)
Metamodeling-Based Reliability Analysis of Structures Under Stochastic Dynamic Loads with Special Emphasis to Earthquake
2018 · Subrata Chakraborty, Atin Roy, et al. · Springer eBooks
Works count: 22
Citation count: 1,116
H-index: 13
I10-index: 14
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