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Tharindu P. De Alwis

Observed names: De Alwis, Tharindu P., Tharindu P De Alwis
ORCID: 0000-0002-3446-0502
Observed ORCID: 0000-0002-3446-0502
OpenAlex ID: A5039683092
AI-augmented failure modes, effects, and criticality analysis (AI-FMECA) for industrial applications
2024 · Nicholas Grabill, Stephanie Wang, et al. · Reliability Engineering & System Safety · 38
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Fourier methods for efficient sufficient dimension reduction in time series
2025 · S. Yaser Samadi, Tharindu P. De Alwis · Canadian Journal of Statistics · 8
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Stacking-Based Neural Network for Nonlinear Time Series Analysis
2022 · Tharindu P. De Alwis, S. Yaser Samadi · Statistical Methods & Applications · 7
Envelope Matrix Autoregressive Models
2025 · S. Yaser Samadi, Tharindu P. De Alwis · Journal of Business and Economic Statistics · 6
sdrt: Estimating the Sufficient Dimension Reduction Subspaces in Time Series
2024 · Tharindu P. De Alwis, S. Yaser Samadi · 4
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itdr: An R package of Integral Transformation Methods to Estimate the SDR Subspaces in Regression
2022 · De Alwis, Tharindu P., Samadi, S. Yaser, et al. · arXiv (Cornell University) · 3
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AI-Driven Failure Analysis in Engineering Systems: LSTM-Based Failure Prediction with Efficient Dependency-Graph Transitive-Closure Updates
2026 · Michael Hyder Jr, Yehia F. Khalil, et al. · Journal of Research in Engineering and Computer Sciences
Convolution transformation for sufficient dimension reduction in time series
2026 · Tharindu P. De Alwis, S. Yaser Samadi, et al. · Japanese Journal of Statistics and Data Science
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Integrating FRACAS and FMECA with Natural Language Processing (NLP): An AI-Assisted Approach to Reliability Analysis
2026 · Esther Yu, Guangjiang Cao, et al. · Journal of Research in Engineering and Computer Sciences
itdr: Integral Transformation Methods for SDR in Regression
2021 · Tharindu P. De Alwis, S. Yaser Samadi, et al.
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Works count: 11
Citation count: 66
H-index: 4
I10-index: 1
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