Tovar, J., Bedriñana, L. A., & Málaga-Chuquitaype, C. (2025). Feature selection influence on machine-learning-based classifiers of the shear failure mode of PC girders. Structures, 80, 109746. https://doi.org/10.1016/J.ISTRUC.2025.109746
Bedriñana, L. A., Landeo, J. G., Sucasaca, J. C., & Málaga-chuquitaype, C. (2024). Over-sampling for data augmentation in data-driven models for the shear strength prediction of RC membranes. Structures, 60, 105870. https://doi.org/10.1016/j.istruc.2024.105870
Bedriñana, L. A., Sucasaca, J., Tovar, J., & Burton, H. (2023). Design-Oriented Machine-Learning Models for Predicting the Shear Strength of Prestressed Concrete Beams. Journal of Bridge Engineering, 28(4), 04023009. https://doi.org/10.1061/JBENF2.BEENG-6013
Acharya, M., Bedriñana, L., Cantrell, J., Bhaukajee, A., & Mashal, M. (2023). Prediction of Ultimate Bond Strength between UHPC and Titanium Alloy Bars using a Machine Learning Approach. Engineering Proceedings, 5, 3–6. https://doi.org/10.3390/engproc2023036016
Bedriñana, L. A., Tani, M., Kono, S., & Nishiyama, M. (2022). Evaluation of the Seismic Performance of Unbonded Post-Tensioned Precast Concrete Walls with Internal and External Dampers. I: Experimental Research. Journal of Structural Engineering, 148(8), 04022105. https://doi.org/10.1061/(ASCE)ST.1943-541X.0003349
Bedriñana, L. A., Tani, M., Kono, S., & Nishiyama, M. (2022). Evaluation of the Seismic Performance of Unbonded Post-Tensioned Precast Concrete Walls with Internal and External Dampers. II: Design Criteria and Numerical Research. Journal of Structural Engineering, 148(8), 04022106. https://doi.org/10.1061/(ASCE)ST.1943-541X.0003395
Bedriñana, L. A., Tani, M., & Nishiyama, M. (2021). Deformation and cyclic buckling capacity of external replaceable hysteretic dampers for unbonded post-tensioned precast concrete walls. Engineering Structures, 235, 112045. https://doi.org/10.1016/J.ENGSTRUCT.2021.112045
Kamaruddin, N., Watase, C., Raouffard, M. M., Bedriñana, L. A., Zhang, K., & Nishiyama, M. (2018). Durability and Seismic Resistance of an Aged Precast Prestressed Concrete Building Based on Field Inspections and Laboratory Testing. In High Tech Concrete: Where Technology and Engineering Meet (pp. 2256–2265). Springer International Publishing. https://doi.org/10.1007/978-3-319-59471-2_257
Bedriñana, L. A., Zhang, K., & Nishiyama, M. (2018). Evaluation of the behavior and ultimate capacity of unbonded monostrand-anchorage systems under concentric and eccentric inelastic cyclic loading. Engineering Structures, 176, 632–651. https://doi.org/10.1016/J.ENGSTRUCT.2018.09.036
Quispe, C., Benedetty, C., & Bedriñana, L. A. (2025). Explainable machine learning models to assess the bond behavior and strength of steel fibers embedded in steel fiber reinforced concrete. Proceedings of 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Rhodes Island, Greece, 15-18 June 2025.
Vargas, D. S., Benedetty, C. A., & Bedriñana, L. A. (2025). Transfer learning scheme to efficiently assess the flexural strength of fiber-reinforced concrete with steel and polypropylene fibers. Proceedings of 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Rhodes Island, Greece, 15-18 June 2025.
Ojeda, M. G., Benedetty, C. A., & Bedriñana, L. A. (2025). Numerical characterization of the tensile strength of concretes with recycled ceramic sanitary aggregates and reinforced with polypropylene and steel fibers.Proceedings of 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Rhodes Island, Greece, 15-18 June 2025.
Atusparia, J., Mendoza, H., Acharya, M., Bedriñana, L. A., & Mashal, M. (2024). Numerical investigation of the cyclic behavior of UHPC piers with Titanium alloy reinforcement bars based on distributed plasticity model. Proceedings of the fib Symposium 2024, Christchurch, New Zealand.
Mendoza, H., Acharya, M., Bedriñana, L. A., & Mashal, M. (2024). Numerical investigation of the bond-slip behavior between ultra-high-performance concrete and titanium alloy bars. Proceedings of the fib Symposium 2024, Christchurch, New Zealand.
Bedriñana, L. A., Acharya, M., Cantrell, J., & Mashal, M. (2024). Evaluation of Bond Strength in Concrete Bridges with Novel Materials through Machine Learning Models. Proceedings of the 18th World Conference on Earthquake Engineering, Milan, Italy.
Acharya, M., Cantrell, J., Bedriñana, L. A., & Mashal, M. (2024, July). Experimental research on durable and seismic-resilient concrete bridges with use of novel materials. Proceedings of the 18th World Conference on Earthquake Engineering, Milan, Italy.
Atusparia, J., Mendoza, H., Acharya, M., Bedriñana, L. A., & Mashal, M. (2024). Numerical Assessment of the Seismic Capacity of Bridge Piers Made of UHPC and Titanium alloy Reinforcing Bars. Proceedings of the Fourth International Bridge Seismic Workshop (4IBSW), Ottawa, Canada.
Acharya, M., Mendoza, H., Bedriñana, L. A., & Mashal, M. (2024). “Exploring pullout behavior between titanium alloy bars and UHPC for bridges: experimental and analytical study”, Proceedings of the Fourth International Bridge Seismic Workshop (4th IBSW), Carleton University, Ottawa, Ontario, Canada.
Acharya, M., Cantrell, J., Bedriñana, L. A., & Mashal, M. (2023). Titanium Alloy Reinforced Ultra-High Performance Concrete (TARUHPC): A Next Generation of Advanced Materials for Civil Infrastructure. Proceedings of the Bridge Engineering Institute Conference 2023 (BEI-2023).
Acharya, M., Cantrell, J., Bedriñana, L., & Mashal, M. (2023). Revolutionary Construction Approach for Civil and Critical Infrastructures : Titanium Alloy Reinforced Ultra-High Performance Concrete (TARUHPC). 1st GCC Engineering Symposium 2023, Kuwait City, Kuwait.
Espinola-Diaz, L., Huamani-Rojas, S., & Bedriñana, L. A. (2023). Automatic Segmentation and Measurement of Surface Concrete Spalling for Structural Members. In American Society of Civil Engineers (Ed.), ASCE Engineering Mechanics Institute 2023 Conference (p. 187). American Society of Civil Engineers, Atlanta, Georgia.
Bedriñana, L. A., Tovar, J., & Malaga-Chuquitaype, C. (2023). Evaluation of Feature Selection Methods for the Shear Failure Mode Prediction of Prestressed Concrete Beams. In American Society of Civil Engineers (Ed.), ASCE Engineering Mechanics Institute 2023 Conference (p. 326). American Society of Civil Engineers, Atlanta, Georgia.
Bedriñana, L. A., Sucasaca, J., Tovar, J., & Burton, H. (2022). Ensemble Machine Learning Models for the Shear Strength Estimation of PC Beams. Proceedings of the 12th National Conference in Earthquake Engineering, Earthquake Engineering Research Institute, Salt Lake City.
Bedriñana, L. A., Tani, M., Kono, S., & Nishiyama, M. (2020). Seismic Behavior of Unbonded Post-Tensioned Precast Concrete Walls with Internal and External Dampers. The 17th World Conference on Earthquake Engineering, 2i–0059, Tokyo, Japan.