Colton Bishop

Publications by Year

Research Areas

Advanced Electron Microscopy Techniques and Applications, Electron and X-Ray Spectroscopy Techniques, Topic Modeling, Natural Language Processing Techniques, Reinforcement Learning in Robotics

Most-Cited Works

• → Training Language Models to Self-Correct via Reinforcement Learning(2024)6 cited
• → Discovering the Electron Beam Induced Transition Rates for Silicon Dopants in Graphene with Deep Neural Networks in the STEM(2023)1 cited
• A2Perf: Real-World Autonomous Agents Benchmark(2025)
• → The Position Dependence of Electron Beam Induced Effects in 2D Materials with Deep Neural Networks(2024)