Evan Zhang

Baker Engineering (United States)

Papers

5

Total Citations

36

H-Index

3

About

Evan Zhang is a pioneering researcher at the intersection of robotics, artificial intelligence, and infrastructure safety. His work centers on developing autonomous systems for hazardous environment assessment, with particular emphasis on soil surveying for military safety and gas pipeline leak detection. Zhang’s most impactful contribution, “Soil sampling sensor system on a mobile robot” (2003, 22 citations), addresses the critical need to remove human personnel from dangerous landmine and sniper-threatened areas during aircraft suitability assessments. Building on this foundation, he has recently pioneered the SPIRo platform—an AI-driven, origami-inspired soft robot capable of multidimensional locomotion and multimodal data analysis for infrastructure inspections. His 2025 work on gas pipeline leakage detection (6 citations) introduces a novel deep forest classifier with optimized feature selection, achieving enhanced accuracy in remote and inaccessible environments. Zhang’s ensemble learning architecture for real-time gas leak detection (2024, 5 citations) further demonstrates his commitment to solving the costly, labor-intensive challenges of infrastructure monitoring. His cumulative research directly addresses the one-third of annual methane emissions from pipeline leaks, offering safer, more efficient alternatives to human-dependent inspection methods.

Research Focus

Key Achievements

3
H-Index
5
Papers
36
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Soil sampling sensor system on a mobile robot
22 citations · 2003
📈 Most Prolific Year: 2025 (2 Papers)
🤝 Key Collaborators: 3
🏛 Institutions: Baker Engineering (United States)

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 16 days ago