PhysicsarXiv
Identifying Exoplanets with Deep Learning. V. Improved Light Curve Classification for TESS Full Frame Image Observations
E. Tey, D. Moldovan, et al.
Discover the groundbreaking Astronet-Triage-v2, a deep learning marvel developed by a talented team including Evan Tey, Dan Moldovan, and Michelle Kunimoto. This model excels in classifying TESS light curves to identify exoplanets with astonishing accuracy—99.6% recall and 75.7% precision. It's already improving our quest for new planetary candidates!
Related Publications
Explore these studies to deepen your understanding
Adjacent work that informs or extends this paper's methodology and findings.
Engineering and Technology
Deep-learning-based image segmentation integrated with optical microscopy for automatically searching for two-dimensional materials
S. Masubuchi, E. Watanabe, et al.
Computer Science
Multi-compartment Neuron and Population Encoding improved Spiking Neural Network for Deep Distributional Reinforcement Learning
Y. Sun, Y. Zeng, et al.
Engineering and Technology
Topographic design in wearable MXene sensors with in-sensor machine learning for full-body avatar reconstruction
H. Yang, J. Li, et al.
Engineering and Technology
Alternation of inverse problem approach and deep learning for lens-free microscopy image reconstruction
L. Hervé, D. C. A. Kraemer, et al.
