Shirley J. Dyke
Engineering · Purdue University West Lafayette
Publications
357
Citations
13,734
Est. group size
~22
Recurring co-author estimate
Active years
40
Publishing since 1987
Shirley J. Dyke's research centers on structural engineering methods for monitoring, testing, and protecting complex physical systems, including buildings, bridges, and space habitats. Recent work applies structural health monitoring, cyber-physical testing, and machine learning (including autoencoders, reinforcement learning, and large language models) to problems like seismic isolation, damage detection, and autonomous decision-making for deep space and lunar habitats. This work combines traditional structural engineering (vibration control, seismic performance) with newer computational and simulation-based approaches (digital twins, hybrid simulation, virtual testbeds).
Publication output has remained fairly steady over the last decade, fluctuating between roughly 8 and 24 papers per year without a clear long-term increase or decrease.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Unsupervised anomaly detection based on deep autoencoders, information fusion, and active sensing
Structural Health Monitoring · 2026
- Experimental study on the impact of long communication delays on autonomous decision-making in deep space habitats
Expert Systems with Applications · 2026
- Reinforcement Learning-Based Framework to Support Multi-Agent Teaming in Space Missions
2026
- Leveraging Lunar Testbeds to Enable Resilient and Autonomous Space Habitats
2026
- Reactive, Resource-Aware Scheduler for Crew Ingress in Deep Space Habitats
2026
- A Cyber-Physical Testing Framework for Evaluating Space Habitat Performance
2026
- Investigating Large Language Model-Based Decision Making for Deep Space Habitat Systems
2026
- HabSim: Modeling Disruptions, Propagation, Detection and Repair in Deep Space Habitats
Modelling—International Open Access Journal of Modelling in Engineering Science · 2026
- HabSim: A Modular-Coupled Virtual Testbed for Simulating Extraterrestrial Habitat Systems
AIAA Journal · 2025
- Experimental validation of thermomechanical cyber-physical testing for the assessment of lunar habitats
Acta Astronautica · 2025
- Assessment of the Mechanical Properties of Low-Cost Seismic Isolators Exposed to Environmental Conditions
Applied Sciences · 2025
- Computational Framework for Assessing Mission Outcomes with Humans and Robots
AIAA Journal · 2025
- Development of a Cyber–Physical Testbed for Smart and Resilient Space Habitats
ASCE OPEN Multidisciplinary Journal of Civil Engineering · 2025
- Lunar landing and launching pad design considerations using ISRU materials
Acta Astronautica · 2025
- Estimation of Pressure Leakage Severity for Space Habitats Using Extended Kalman Filter
AIAA Journal · 2025
- AIAA Journal×10
- Mechanical Systems and Signal Processing×9
- arXiv (Cornell University)×8
- Engineering Structures×7
- HubZero×6
- Zixin Wang
Engineering · Purdue University West Lafayette
- Rajendra Singh
Engineering · The Ohio State University
- Hojjat Adeli
Engineering · The Ohio State University
- Chaolin Song
Engineering · The Ohio State University
- Chulho Yang
Engineering · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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