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Recent Publications
Optimal life-cycle adaptation of coastal infrastructure under climate change
Bhattacharya, A., Papakonstantinou, K. G., Warn, G. P., McPhillips, L., Bilec, M. M., Forest, C. E., Hasan, R. & Chavda, D., Dec 2025, In: Nature communications. 16, 1, 1076.Research output: Contribution to journal › Article › peer-review
Life cycle assessment of green-grey coastal flood protection infrastructure: a case study from New Orleans
Hasan, R., McPhillips, L., Warn, G. & Bilec, M., Jun 1 2024, In: Environmental Research: Infrastructure and Sustainability. 4, 2, 025001.Research output: Contribution to journal › Article › peer-review
Discrete Structural Design Synthesis: A Hierarchical-Inspired Deep Reinforcement Learning Approach Considering Topological and Parametric Actions
Ororbia, M. E. & Warn, G. P., Sep 1 2024, In: Journal of Mechanical Design. 146, 9, 091707.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
Scaled Spherical Simplex Filter and State-Space Damage-Plasticity Finite-Element Model for Computationally Efficient System Identification
Amir, M., Papakonstantinou, K. G. & Warn, G. P., Feb 1 2022, In: Journal of Engineering Mechanics. 148, 2, 04021138.Research output: Contribution to journal › Article › peer-review
State-Space Formulation for Structural Analysis with Coupled Degradation-Plasticity and Geometric Nonlinearity
Amir, M., Papakonstantinou, K. G. & Warn, G. P., Apr 1 2022, In: Journal of Structural Engineering (United States). 148, 4, 04022016.Research output: Contribution to journal › Article › peer-review
Topology optimization of structural frames based on a nonlinear Timoshenko beam finite element considering full interaction
Changizi, N., Amir, M., Warn, G. P. & Papakonstantinou, K. G., Oct 15 2022, In: International Journal for Numerical Methods in Engineering. 123, 19, p. 4562-4585 24 p.Research output: Contribution to journal › Article › peer-review
Design Synthesis through a Markov Decision Process and Reinforcement Learning Framework
Ororbia, M. E. & Warn, G. P., Apr 2022, In: Journal of Computing and Information Science in Engineering. 22, 2, 021002.Research output: Contribution to journal › Article › peer-review
A Scaled Spherical Simplex Filter (S3F) with a decreased n + 2 sigma points set size and equivalent 2n + 1 Unscented Kalman Filter (UKF) accuracy
Papakonstantinou, K. G., Amir, M. & Warn, G. P., Jan 15 2022, In: Mechanical Systems and Signal Processing. 163, 107433.Research output: Contribution to journal › Article › peer-review
Topology optimization employing a condensation method for nonlinear structural frames with supplemental mass
Changizi, N. & Warn, G. P., Jun 15 2021, In: International Journal for Numerical Methods in Engineering. 122, 11, p. 2829-2857 29 p.Research output: Contribution to journal › Article › peer-review
Topology optimization of structural frames considering material nonlinearity and time-varying excitation
Changizi, N. & Warn, G. P., Apr 2021, In: Structural and Multidisciplinary Optimization. 63, 4, p. 1789-1811 23 p.Research output: Contribution to journal › Article › peer-review
A consistent Timoshenko hysteretic beam finite element model
Amir, M., Papakonstantinou, K. G. & Warn, G. P., Mar 2020, In: International Journal of Non-Linear Mechanics. 119, 103218.Research output: Contribution to journal › Article › peer-review
Hysteretic Beam Finite-Element Model including Multiaxial Yield/Capacity Surface Evolution with Degradations
Amir, M., Papakonstantinou, K. G. & Warn, G. P., Sep 1 2020, In: Journal of Engineering Mechanics. 146, 9, 04020105.Research output: Contribution to journal › Article › peer-review