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astro-ph.IM2026
CausticFlow: An Efficient Machine Learning Framework Combining Neural Differential Equations and Normalizing Flows for Binary Microlensing Parameter Inference
Haibin Ren, Wei Zhu
We introduce CausticFlow, a machine learning framework that combines neural controlled differential equations with normalizing flows to infer binary microlensing parameters. This a…
astro-ph.IM2025★ 4 cited
A differentiable binary microlensing model using adaptive contour integration method
Haibin Ren, Wei Zhu
We present microlux, which is a Jax-based code that can compute the binary microlensing light curve and its derivatives both efficiently and accurately. The key feature of microlux…