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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water
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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 → 8/31/27
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) & Ceforest@psuedu, C. E. F. (CoPI)
9/1/21 → 8/31/27
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. W. (CoPI) & Iulo, L. D. (CoPI)
3/1/15 → 9/30/22
Project: Research project
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Multi-objective design optimization of structural systems based on probabilistic life-cycle criteria through a sequential decision process
Sharma, A. & Warn, G. P., Oct 2025, In: Probabilistic Engineering Mechanics. 82, 103855.Research output: Contribution to journal › Article › peer-review
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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
Open Access7 Link opens in a new tab Scopus citations -
Self-adaptive physics-informed parallel neural networks for creep damage identification
Zhang, R., Warn, G. P., Radlińska, A. & Chatzi, E., Dec 1 2025, In: Engineering Structures. 344, 121314.Research output: Contribution to journal › Article › peer-review
Open Access -
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
Open Access2 Link opens in a new tab Scopus citations -
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
2 Link opens in a new tab Scopus citations