• 2525 Citations
  • 30 h-Index
20032022

Research output per year

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Research Output

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2019

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2018

Adjoint-FORM for efficient reliability analysis of large-scale structural problems

Gao, Y. & Liu, Y., Jan 1 2018, AIAA Non-Deterministic Approaches. 209969 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A novel bayesian entropy network for probabilistic damage detection and classification

Wang, Y. & Liu, Y., Jan 1 2018, AIAA Non-Deterministic Approaches. 209969 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Energy-based multiaxial fatigue damage modelling

Wei, H. & Liu, Y., Jan 1 2018, AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic life prediction of plastic pipes using an equivalent crack growth model

Wang, Y., Liu, Y., Peng, T. & Lever, E., Jan 1 2018, AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Quantification of time distribution to initial long crack by reduced order modeling on microstructurally short fatigue crack growth model

Yuan, H., Zhang, W. & Liu, Y., Jan 1 2018, AIAA Non-Deterministic Approaches. 209969 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2017

A novel computational method modeling wave propagation using K-space method

Chang, Q. & Liu, Y., 2017, 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mesoscale simulation of corrosion fatigue by an integrated transgranular and intergranular crack growth method

Yuan, H., Zhang, W., Kim, J. & Liu, Y., 2017, 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic pipe strength and toughness estimation through information fusion with bayesian updating

Dahire, S., Liu, Y. & Jiao, Y., 2017, 19th AIAA Non-Deterministic Approaches Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

3D delamination profile reconstruction for composite laminates using inverse heat conduction

Peng, T. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An equivalent crack growth model for creep fatigue life prediction of metals

Pan, D., Tahir, F. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A nonlocal lattice particle framework for modeling of solids

Chen, H. & Liu, Y., 2016, Advances in Aerospace Technology. American Society of Mechanical Engineers (ASME), Vol. 1.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Competitive academic agreement program: Proactive damage diagnosis and prognosis for emerging plastic piping materials

Deng, Y., Kumar, D., Shi, X., Egdaire, S., Chen, M., Liu, Y., Chandrasekhar, V., Desai, V. & Peng, T., Jan 1 2016, American Gas Association - 2016 Operations Conference Proceedings. American Gas Association, Vol. 1. p. 701-738 38 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Creep-fatigue life prediction of Alloy 617 at 950°C using an effective hold time approach

Tahir, F. & Liu, Y., 2016, International Topical Meeting on High Temperature Reactor Technology, HTR 2016. American Nuclear Society, p. 47-49 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Development of creep-dominant creep-fatigue testing for Alloy 617

Tahir, F. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2015

Coupling between non-local particle and finite element methods

Lin, E., Chen, H. & Liu, Y., 2015, AIAA Modeling and Simulation Technologies Conference, 2015. American Institute of Aeronautics and Astronautics Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Eic-based fatigue life prediction for aging reinforced concrete beams

Ma, Y., Wang, L., Zhang, J. & Liu, Y., 2015, IABSE Conference, Geneva 2015: Structural Engineering: Providing Solutions to Global Challenges - Report. International Association for Bridge and Structural Engineering (IABSE), p. 1080-1087 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic fatigue life prediction of composite laminates using Bayesian updating

Peng, T. & Liu, Y., 2015, 17th AIAA Non-Deterministic Approaches Conference. American Institute of Aeronautics and Astronautics Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

The effective elastic and fracture properties of particulate rein forced composites using a new non-local particle method

Chen, H. & Liu, Y., 2015, 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2014

A novel Volume-Compensated Particle method (VCPM) for elasticity and plasticity analysis

Chen, H. & Liu, Y., 2014, 55th AIAA/ASMe/ASCE/AHS/SC Structures, Structural Dynamics, and Materials Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian fatigue damage and reliability analysis using Laplace approximation and inverse reliability method

Guan, X., He, J., Jha, R. & Liu, Y., Jan 1 2014, Proceedings of the Annual Conference of the Prognostics and Health Management Society 2011, PHM 2011. Saxena, A., Saha, S. & Celaya, J. R. (eds.). Prognostics and Health Management Society, p. 94-103 10 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society 2011, PHM 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finite element simulation of Lamb wave propagation in damaged composite laminates and experimental validation

Peng, T., Saxena, A., Goebel, K., Xiang, Y. & Liu, Y., 2014, 22nd AIAA/ASME/AHS Adaptive Structures Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

In-situ SEM testing for transient fatigue crack growth behavior investigation subjected to a single tensile overload

Zhang, W. & Liu, Y., 2014, Mechanics of Solids, Structures and Fluids. American Society of Mechanical Engineers (ASME), Vol. 9.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Optimization of fatigue maintenance strategies based on prognosis results

Xiang, Y. & Liu, Y., Jan 1 2014, Proceedings of the Annual Conference of the Prognostics and Health Management Society 2011, PHM 2011. Saxena, A., Saha, S. & Celaya, J. R. (eds.). Prognostics and Health Management Society, p. 398-408 11 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society 2011, PHM 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic damage diagnosis of composite laminates using Bayesian inference

Peng, T., Saxena, A., Goebel, K., Xiang, Y. & Liu, Y., 2014, 16th AIAA Non-Deterministic Approaches Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Static and dynamic fracture simulation using a novel particle method with multi-body potential

Chen, H. & Liu, Y., 2014, 55th AIAA/ASMe/ASCE/AHS/SC Structures, Structural Dynamics, and Materials Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A time-based formulation for real-time fatigue damage prognosis under variable amplitude loadings

Zhang, W. & Liu, Y., Aug 2 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. (54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

A time-based formulation for real-time fatigue damage prognosis under variable amplitude loadings

Zhang, W. & Liu, Y., Aug 15 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2013-1651. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Atomistic simulations of fatigue crack growth in single crystal aluminum

Lin, E. & Liu, Y., Jan 1 2013, Mechanics of Solids, Structures and Fluids. American Society of Mechanical Engineers (ASME), (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 9).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concurrent structural and material fatigue damage prognosis integrating sensor data

He, J., Guan, X. & Liu, Y., Aug 2 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. (54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concurrent structural and material fatigue damage prognosis integrating sensor data Special

He, J., Guan, X. & Liu, Y., Aug 15 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2013-1500. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage diagnosis and prognosis using bayesian updating

Peng, T., He, J., Liu, Y., Saxena, A., Celaya, J. & Goebel, K., Aug 15 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2013-1652. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage diagnosis and prognosis using Bayesian updating

Peng, T., He, J., Liu, Y., Saxena, A., Celaya, J. & Goebel, K., Aug 2 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. (54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Probabilistic defect size and location diagnosis algorithm based on bayesian updating

Peng, T., Wang, L., Zhang, J., Xiang, Y. & Liu, Y., Dec 1 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 2471-2479 9 p. (Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic delamination diagnosis of composite materials using a novel Bayesian imaging method

Peng, T., Saxena, A., Goebel, K., Sankararaman, S., Xiang, Y. & Liu, Y., Jan 1 2013, PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013. Sankararaman, S. & Roychoudhury, I. (eds.). Prognostics and Health Management Society, p. 141-149 9 p. (PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Reliability assessment of existing RC bridges based on small samples of inspection data

Wang, L., Ma, Y., Peng, T., Liu, Y. & Zhang, J., Dec 1 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 3819-3825 7 p. (Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Subcycle fatigue crack growth mechanism investigation for aluminum alloys and steel (special session on the digital twin)

Yang, J., Zhang, W. & Liu, Y., Aug 2 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. (54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Subcycle fatigue crack growth mechanism investigation for aluminum alloys and steel (special session on the digital twin)

Yang, J., Zhang, W. & Liu, Y., Aug 15 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2013-1499. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Subcycle fatigue crack growth mechanism investigation for aluminum alloys and steels

Yang, J., Zhang, W. & Liu, Y., 2013, 13th International Conference on Fracture 2013, ICF 2013. Chinese Society of Theoretical and Applied Mechanics, Vol. 3. p. 2010-2019 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

A multi-resolution experimental methodology for fatigue mechanism verification of physics-based prognostics

Yang, J., Zhang, W. & Liu, Y., Jan 1 2012, Proceedings of the Annual Conference of the Prognostics and Health Management Society 2012, PHM 2012. Roychoudhury, I., Celaya, J. R. & Saxena, A. (eds.). Prognostics and Health Management Society, p. 276-284 9 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society 2012, PHM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A small time scale model for creep fatigue crack growth analysis

Lu, Z., Xu, J. & Liu, Y., Dec 1 2012, Earth and Space 2012 - Proceedings of the 13th ASCE Aerospace Division Conference and the 5th NASA/ASCE Workshop on Granular Materials in Space Exploration. p. 610-620 11 p. (Earth and Space 2012 - Proceedings of the 13th ASCE Aerospace Division Conference and the 5th NASA/ASCE Workshop on Granular Materials in Space Exploration).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experimental investigation and model analysis of uncertain loading effect on fatigue crack growth

Lu, Z., Xu, J. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012. (53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experimental investigation and model analysis of uncertain loading effect on fatigue crack growth

Lu, Z., Xu, J. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2012-1731. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

General fracture criterion for mixed-mode delamination in composite materials

Zhang, C., Xu, J., Lu, Z. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2012-1653. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

General fracture criterion for mixed-mode delamination in composite materials

Zhang, C., Xu, J., Lu, Z. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012. (53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integrated fatigue damage diagnosis and prognosis under uncertainties

Peng, T., He, J., Liu, Y., Saxena, A., Celaya, J. & Goebel, K., Jan 1 2012, Proceedings of the Annual Conference of the Prognostics and Health Management Society 2012, PHM 2012. Roychoudhury, I., Celaya, J. R. & Saxena, A. (eds.). Prognostics and Health Management Society, p. 377-387 11 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society 2012, PHM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Probabilistic fatigue life prediction using subset simulation

Li, H., Xiang, Y. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2012-1816. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic fatigue life prediction using subset simulation

Li, H., Xiang, Y. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012. (53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Time-dependent reliability analysis using efficient bayesian method

Guan, X., He, J., Jha, R. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2012-1593. (Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time-dependent reliability analysis using efficient Bayesian method

Guan, X., He, J., Jha, R. & Liu, Y., Dec 1 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012. (53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution