Best Research Article Award

Fan Zhu
Sun Yat-sen University

Fan Zhu
Affiliation	Sun Yat-sen University
Country	China
Article Title	A tolerance-aware optimization framework for suppressing tilt-to-length coupling in space-based gravitational-wave telescope design
Scopus ID	57222353037
Article Type	Research Article
Reference Count	48
Award Category	Best Research Article Award
Event	Global Best Achievements Awards
ORCID	0000-0001-5979-6953

Fan Zhu is a researcher affiliated with Sun Yat-sen University whose scholarly work includes engineering research associated with precision optimization, space-based gravitational-wave telescope design, and tolerance-aware system performance. The recognized article, published in 2026, addresses tilt-to-length coupling and its implications for the design and performance of space-based gravitational-wave observatories. The work is presented within the context of engineering optimization and precision measurement systems.

Abstract

The research article by Fan Zhu examines a tolerance-aware optimization framework for reducing tilt-to-length coupling in the design of space-based gravitational-wave telescopes. Such coupling can introduce measurement errors when angular disturbances are converted into apparent length changes, making it an important consideration for precision interferometric systems. The study develops an engineering optimization perspective that incorporates manufacturing and alignment tolerances into the design process rather than treating them solely as post-design constraints. Published in 2026, the work contributes to the broader development of robust space-based gravitational-wave measurement architectures by connecting system optimization, tolerance analysis, and precision optical performance within an integrated design framework.[1]

Keywords

Space-based gravitational-wave telescope; tilt-to-length coupling; tolerance-aware optimization; precision engineering; optical measurement; interferometry; gravitational-wave detection; system design; engineering optimization; space instrumentation.

Introduction to the Research Topic

Space-based gravitational-wave observatories require extremely precise measurement systems capable of detecting minute variations in the separation of spacecraft and optical test masses. Their performance depends on the control of numerous sources of instrumental noise and systematic error. Tilt-to-length coupling is particularly relevant because angular misalignments can be transformed into apparent longitudinal displacement in optical measurement systems. Reducing this effect requires consideration of optical geometry, alignment, component tolerances, and system-level design parameters.[2]

Research Profile

Fan Zhu is affiliated with Sun Yat-sen University, China, and is represented in Scopus under Author ID 57222353037 and in ORCID under identifier 0000-0001-5979-6953. The supplied scholarly profile records 14 documents, 190 citations, and an h-index of 5. These indicators provide bibliometric context for the researcher’s academic output, while the recognized publication demonstrates an engineering focus on precision system design and optimization. The article was published in 2026 and is associated with the engineering subject area.

Scientific Background

Gravitational-wave astronomy relies on highly sensitive interferometric measurements in which unwanted optical and mechanical effects must be carefully characterized. In a space-based telescope, spacecraft configuration, optical alignment, telescope geometry, and pointing stability can influence the conversion of angular motion into apparent path-length variation. Tilt-to-length coupling therefore represents a system-level engineering problem in which optical design parameters and realistic tolerances must be considered together. A tolerance-aware approach can provide a more robust basis for optimizing designs under practical implementation conditions.[2][3]

Methodology

The reported framework approaches telescope design as a tolerance-aware optimization problem. Instead of evaluating a nominal configuration alone, the methodology considers how deviations from ideal design conditions may affect tilt-to-length coupling. Optimization parameters can consequently be assessed in relation to system sensitivity and allowable engineering variations. This approach links performance objectives with practical tolerance considerations and provides a structured basis for identifying configurations that maintain improved measurement characteristics when realistic imperfections are introduced.[1]

Key Findings

The principal contribution of the study is the formulation of an optimization framework that explicitly incorporates tolerance effects into the suppression of tilt-to-length coupling. This perspective shifts the design objective from achieving strong nominal performance toward obtaining configurations that remain comparatively robust under deviations from ideal conditions. The article consequently connects precision optical design with practical engineering constraints and demonstrates the relevance of tolerance analysis to the development of space-based gravitational-wave telescope architectures.[1]

Scientific Contributions

The work contributes to precision engineering by treating tolerance effects as an integral component of system optimization. Its relevance extends beyond a single telescope configuration because tolerance-aware design can help researchers evaluate the relationship between idealized performance and achievable engineering performance. In the context of gravitational-wave instrumentation, this provides a useful design perspective for controlling systematic measurement effects and improving the robustness of optical measurement architectures.[3][4]

Conclusion

Fan Zhu’s 2026 research article presents a tolerance-aware optimization perspective for suppressing tilt-to-length coupling in space-based gravitational-wave telescope design. By connecting optical performance, system optimization, and realistic engineering tolerances, the study addresses an important challenge in the development of precision space instrumentation. The publication provides a structured contribution to engineering research concerned with robust measurement performance and illustrates how tolerance considerations can be incorporated directly into advanced system-design methodologies.[1]

External Links

• • ORCID Profile 
  • Scopus Author Profile
  • Global Best Achievements Awards

References

1. Zhu, Fan. (2026). A tolerance-aware optimization framework for suppressing tilt-to-length coupling in space-based gravitational-wave telescope design. Results in Engineering.
   https://doi.org/10.1016/j.rineng.2026.113200
2. Q., Chen, Qinshun, F., Zhu, Fan, J., Dong, Jiaxi, S., Yang, Shanqing. (2026). Tolerance Analysis of Test Mass Alignment Errors for Space-Based Gravitational Wave Detection.
   https://doi.org/10.5281/zenodo.22004913
3. Elsevier. (n.d.). Scopus author details: Fan Zhu, Author ID 57222353037. Scopus.
   https://www.scopus.com/authid/detail.uri?authorId=57222353037
4. ScienceDirect. (2026). A tolerance-aware optimization framework for suppressing tilt-to-length coupling in space-based gravitational-wave telescope design. Elsevier.
   https://www.sciencedirect.com/