Research Summary
Research interests include cement and concrete in sustainable design; durability, shrinkage and cracking of concrete; reliability-based analysis of the behavior of construction materials; predicting early-age cracking in concrete materials; alkali-activat
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Research Keywords
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Projects
Recent Publications
Modeling concrete deposition via 3D printing using reproducing kernel particle method
Cheng, H., Radlińska, A., Hillman, M., Liu, F. & Wang, J., Jul 2024, In: Cement and Concrete Research. 181, 107526.Research output: Contribution to journal › Article › peer-review
Can domain knowledge benefit machine learning for concrete property prediction?
Li, Z., Pei, T., Ying, W., Srubar, W. V., Zhang, R., Yoon, J., Ye, H., Dabo, I. & Radlińska, A., Mar 2024, In: Journal of the American Ceramic Society. 107, 3, p. 1582-1602 21 p.Research output: Contribution to journal › Article › peer-review
Unlocking the potential: analyzing 3D microstructure of small-scale cement samples from space using deep learning
Saseendran, V., Yamamoto, N., Collins, P. J., Radlińska, A., Mueller, S. & Jackson, E. M., Dec 2024, In: npj Microgravity. 10, 1, 11.Research output: Contribution to journal › Article › peer-review
Assessment of Transverse Deck Cracking in Bridges during Staged Construction
Zhang, R., Warn, G. P. & Radlińska, A., Apr 1 2024, In: Journal of Performance of Constructed Facilities. 38, 2, 04024003.Research output: Contribution to journal › Article › peer-review
Dual state-parameter estimation of continuous structural systems with physics-informed parallel neural networks
Zhang, R., Warn, G. P. & Radlińska, A., Feb 17 2024, In: Journal of Sound and Vibration. 571, 118138.Research output: Contribution to journal › Article › peer-review
Physics-Informed Parallel Neural Networks with self-adaptive loss weighting for the identification of continuous structural systems
Zhang, R., Warn, G. P. & Radlińska, A., Jul 1 2024, In: Computer Methods in Applied Mechanics and Engineering. 427, 117042.Research output: Contribution to journal › Article › peer-review
Influence of gravity on the micromechanical properties of portland cement and lunar regolith simulant composites
Collins, P. J., Thomas, R. J. & Radlińska, A., Oct 2023, In: Cement and Concrete Research. 172, 107232.Research output: Contribution to journal › Article › peer-review
Hydration of cement pastes with calcium carbonate polymorphs
Zhao, D., Williams, J. M., Li, Z., Park, A. H. A., Radlińska, A., Hou, P. & Kawashima, S., Nov 2023, In: Cement and Concrete Research. 173, 107270.Research output: Contribution to journal › Article › peer-review
Geopolymer Lunar Concrete under Reduced-Pressure Curing and Vacuum Exposure
Collins, P. J., Edmunson, J., Fiske, M., Bilén, S. G. & Radlińska, A., 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-SeptemberResearch output: Contribution to journal › Conference article › peer-review
Materials characterization of various lunar regolith simulants for use in geopolymer lunar concrete
Collins, P. J., Edmunson, J., Fiske, M. & Radlińska, A., Jun 1 2022, In: Advances in Space Research. 69, 11, p. 3941-3951 11 p.Research output: Contribution to journal › Article › peer-review
3D-printable quaternary cementitious materials towards sustainable development: Mixture design and mechanical properties
Hojati, M., Li, Z., Memari, A. M., Park, K., Zahabi, M., Nazarian, S., Duarte, J. P. & Radlińska, A., Mar 2022, In: Results in Engineering. 13, 100341.Research output: Contribution to journal › Article › peer-review
Creep of alkali-activated cement mixtures
Hojati, M., Rajabipour, F. & Radlińska, A., Jun 2022, In: Case Studies in Construction Materials. 16, e00954.Research output: Contribution to journal › Article › peer-review
Machine learning in concrete science: applications, challenges, and best practices
Li, Z., Yoon, J., Zhang, R., Rajabipour, F., Srubar, W. V., Dabo, I. & Radlińska, A., Dec 2022, In: npj Computational Materials. 8, 1, 127.Research output: Contribution to journal › Review article › peer-review
Reliability Analysis of a Bridge Deck Utilizing Generalized Gamma Distribution
Lu, M., Hydock, J., Radlińska, A. & Guler, S. I., Apr 1 2022, In: Journal of Bridge Engineering. 27, 4, 04022006.Research output: Contribution to journal › Article › peer-review
Hydration of tricalcium aluminate and gypsum pastes on the International Space Station
Collins, P. J., Grugel, R. N. & Radlińska, A., May 24 2021, In: Construction and Building Materials. 285, 122919.Research output: Contribution to journal › Article › peer-review