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Introduction and Analysis of Exoplanet Detection Techniques

Transactions on Computer Science and Intelligent Systems Research
The exoplanet study is important for exploring life's origins in the universe. With the development of astronomical observation technology, more and more exoplanets have been discovered, and the exploration of habitable planets and the study of planetary
Xiaoxia Zhao
semanticscholar   +1 more source

MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations

Monthly notices of the Royal Astronomical Society
Direct imaging of exoplanets is particularly challenging due to the high contrast between the planet and the star luminosities, and their small angular separation.
T. Bodrito   +5 more
semanticscholar   +1 more source

L:Deep Learning Approaches for Exoplanet Detection using the Transit Method on Light Curve Data

open access: closed2025 International Conference on Advancements in Power, Communication and Intelligent Systems (APCI)
Exoplanet detection has appeared as one of the most interesting edges in modern astronomy, giving meaningful insights about planetary systems that are beyond our imagination.
Syeda Saarah Fatema, S. R. Mani Sekhar
openalex   +2 more sources

The Doppler Method for the Detection of Exoplanets

2019
This text provides a deep understanding of the Doppler method, including how to achieve RV measurement precision, as well as the challenges, limitations, and potential of the technique. It's an essential reference for researchers and graduate students in the field of exoplanets, and additionally stellar spectroscopists and instrumentalists.
openaire   +1 more source

Biases in the Transit, Radial velocity, Gravitational Microlensing, and direct Imaging exoplanet discovery methods

Journal of high school science
The field of extrasolar planets or exoplanets, planets in star systems outside of the solar system, is a relatively new field of astronomy emerging in the late 20th century.
Ruixuan He
semanticscholar   +1 more source

ESCAPE project: investigating active observing strategies and post-processing methods for exoplanet high-contrast imaging with future space missions

Astronomical Telescopes + Instrumentation
The search for biosignatures in potentially habitable exoplanets is one of the major astrophysics’ drivers for the coming decades, and the prime science goal of the HWO NASA mission, a large UV-Optical-IR space telescope to be launched in the 2040s.
É. Choquet   +5 more
semanticscholar   +1 more source

Exoplanet Detection via Differentiable Rendering

arXiv.org
Direct imaging of exoplanets is crucial for advancing our understanding of planetary systems beyond our solar system, but it faces significant challenges due to the high contrast between host stars and their planets.
Brandon Y. Feng   +5 more
semanticscholar   +1 more source

The Evolution of Exoplanet Detection Techniques using Artificial Intelligence

International Journal of Current Research and Techniques
The discovery and study of exoplanets have made tremendous strides, particularly with the aid of Artificial Intelligence (AI). The surge in data from space missions like Kepler, TESS, and the upcoming James Webb Space Telescope has necessitated the ...
Gautam Saikia
semanticscholar   +1 more source

Exoplanet Detection Using CNN

INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Detection of exoplanets, which are planets orbiting stars other than our Sun, is very important in understanding planetary systems and their habitability.
Prabal Pratap Singh
semanticscholar   +1 more source

Advanced Modeling for Exoplanet Detection and Characterization

arXiv.org
Research into light curves from stars (temporal variation of brightness) has completely changed how exoplanets are discovered or characterised. This study including star light curves from the Kepler dataset as a way to discover exoplanets (planetary ...
Krishna Chamarthy
semanticscholar   +1 more source

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