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S
Songxy
Physics,applied mathematics,Machine Learning, Optimization Algorithms, Numerical Algorithms
- 公司
- Tsinghua University
- 位置
- Beijing,China
- Stars
- 4
- 粉丝 / 仓库
- 2
代表作品 / 项目
- XRayLogSurrogate⭐ 4LogManifold-Beamline is the first physics-informed log-manifold surrogate model for end-to-end X-ray beamline simulation. By learning intensity in log space, it captures high-frequency diffraction with <1% error and delivers >10⁴× speedup over SRW, enabling real-time digital-twin beamline optimization.
- SRW-Undulator-Radiation-Intensity-Data⭐ 0The dataset can be used for undulator-radiation analysis, high-dynamic-range optical-field representation, two-dimensional intensity reconstruction, and comparisons of numerical methods. It represents a simplified beamline and does not include engineering effects such as realistic mirror figure errors or dispersive optical elements.