Robert A. Weller

Vanderbilt University

Papers

4

Total Citations

48

H-Index

4

About

Robert A. Weller is a leading researcher in the intersection of robotics, radiation effects, and system health management, with a primary focus on ensuring the reliable operation of autonomous systems in extreme, high-radiation environments—such as those encountered in nuclear disaster remediation. His major contributions lie in experimentally characterizing the degradation of critical robotic components under gamma radiation, including commercial rangefinders and MEMS accelerometers. Weller’s work uniquely bridges component-level physics and system-level performance by pioneering probabilistic Bayesian inference models that predict how radiation-induced parameter shifts affect overall system functionality. His most cited paper (21 citations) provides foundational data on sensor degradation, while his Bayesian modeling approach (9 citations) offers a novel framework for system health awareness in total-ionizing dose environments. Notably, Weller has advanced adaptive control strategies to mitigate radiation-induced failures in real-time, a key achievement for deploying resilient robots in hazardous scenarios. His research is essential for engineers and scientists developing autonomous systems for nuclear cleanup, space exploration, and other high-radiation applications, where component reliability and system-level prognostics are critical.

Research Focus

Key Achievements

4
H-Index
4
Papers
48
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
Range-Finding Sensor Degradation in Gamma Radiation Environments
21 citations · 2014
📈 Most Prolific Year: 2015 (2 Papers)
🤝 Key Collaborators: 13
🏛 Institutions: Vanderbilt University

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 13 days ago