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
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Collaborations and top research areas from the last five years
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A Two-Stage Learning Framework with a Beam Image Dataset for Automatic Laser Resonator Alignment
Guo, S., Risbridger, D., Robb, D., Kong, X., Esser, M. J. D., Chantler, M. J., Carter, R. & Erden, M. S., Aug 2026, In: Pattern Recognition. 176, 113145.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Downloads (Pure) -
Framework for the Adoption of Automation in the Manufacture of Optical Systems
Risbridger, D., Robb, D., Chantler, M. J., Esser, M. J. D., Kong, X., Erden, M. S. & Carter, R., 19 Jun 2025, Optica Design and Fabrication Congress 2025. Optica Publishing Group, OM4B.6Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
File25 Downloads (Pure) -
Human-Inspired Autonomous Optical System Alignment
Risbridger, D., Guo, S., Rakhmatulin, I., Robb, D., Chantler, M., Erden, M. S., Kong, X., Esser, M. J. D. & Carter, R., 26 Mar 2025.Research output: Contribution to conference › Abstract
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A review of automation of laser optics alignment with a focus on machine learning applications
Rakhmatulin, I., Risbridger, D., Carter, R., Esser, M. J. D. & Erden, M. S., Feb 2024, In: Optics and Lasers in Engineering. 173, 107923.Research output: Contribution to journal › Review article › peer-review
Open AccessFile21 Link opens in a new tab Citations (Scopus)351 Downloads (Pure) -
Reinforcement Learning for Aligning Laser Optics with Kinematic Mounts
Rakhmatulin, I., Risbridger, D., Carter, R., Esser, M. J. D. & Erden, M. S., 23 Oct 2024, 20th IEEE International Conference on Automation Science and Engineering 2024. IEEE, p. 1397-1402 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Datasets
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Laser Resonator Beam Alignment: Dataset (Subset)
Guo, S. (Creator), Risbridger, D. (Creator), Robb, D. (Creator), Kong, X. (Creator), Esser, M. J. D. (Creator), Chantler, M. J. (Creator), Carter, R. (Creator) & Erden, M. S. (Creator), Heriot-Watt University, 25 Jun 2025
DOI: 10.17861/96c172d0-a06a-4937-bb55-ca6b7a8b8acf
Dataset