Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Discrete Structural Optimization through a Sequential Decision Process
Warn, G. P. (PI)
9/1/23 → 8/31/26
Project: Research project
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LEAP-HI: Optimal Design and Life-Long Adaptation of Civil Infrastructure in a Changing and Uncertain Environment for a Sustainable Future
Warn, G. P. (PI), Forest, C. C. E. (CoPI), Bilec, M. (CoPI), Papakonstantinou, K. (CoPI) & McPhillips, L. (CoPI)
9/1/21 → 8/31/25
Project: Research project
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Estimating the Post-EarthQuake Capacity of Damaged Bridge Columns
Warn, G. P. (PI)
U.S. Department of Transportation
1/1/13 → …
Project: Research project
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RSB/Collaborative Research: A Sequential Decision Framework to Support Trade Space Exploration of Multi-Hazard Resilient and Sustainable Building Designs
Warn, G. P. (PI), Simpson, T. T. W. (CoPI) & Iulo, L. D. (CoPI)
3/1/15 → 9/30/22
Project: Research project
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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
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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
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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
2 Scopus citations -
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
Open Access -
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