8 citations · 19 across the 10 of their papers we have counts for
10 papers
Taiji Resolving Power for the Transverse Scalar Mode of Gravitational Waves
Bo-Xuan Ge, Zhoujian Cao
We investigate how small a co-propagating transverse-scalar component can be resolved by Taiji in an already identified bright tensor chirp. Using a source-tracked tensor-null resp…
AInsteinBench: Benchmarking Coding Agents on Scientific Repositories
Titouan Duston, Shuo Xin, Yang Sun +26
We introduce AInsteinBench, a large-scale benchmark for evaluating whether large language model (LLM) agents can operate as scientific computing development agents within real rese…
Towards Realistic Detection Pipelines of Taiji: New Challenges in Data Analysis and High-Fidelity Simulations of Space-Based Gravitational Wave Antenna
Minghui Du, Pengcheng Wang, Ziren Luo +23
Taiji, a Chinese space-based gravitational wave (GW) detection project, aims to explore the millihertz GW universe with unprecedented sensitivity. By observing astrophysical and co…
Compact Binary Coalescence Gravitational Wave Signals Counting and Separation
Tianyu Zhao, Yue Zhou, Ruijun Shi +3
As next-generation gravitational-wave (GW) observatories approach unprecedented sensitivities, the need for robust methods to analyze increasingly complex, overlapping signals beco…
Rapid eccentric spin-aligned binary black hole waveform generation based on deep learning
Ruijun Shi, Yue Zhou, Tianyu Zhao +2
Accurate waveform templates of binary black holes (BBHs) with eccentric orbits are essential for the detection and precise parameter estimation of gravitational waves (GWs). While…
GWAI: Artificial Intelligence Platform for Enhanced Gravitational Wave Data Analysis
Tianyu Zhao, Yue Zhou, Ruijun Shi +2
Gravitational wave (GW) astronomy has opened new frontiers in understanding the cosmos, while the integration of artificial intelligence (AI) in science promises to revolutionize d…
Accuracy of numerical relativity waveforms with respect to space-based gravitational wave detectors
Zun Wang, Junjie Zhao, Zhoujian Cao
As with the laser interferometer gravitational-wave observatory (LIGO), the matched filtering technique will be critical to the data analysis of gravitational wave detection by spa…
Simultaneously search for multi-target Galactic binary gravitational waves
Pin Gao, Xilong Fan, Zhoujian Cao
The search for Galactic binary gravitational waves is a critical challenge for future space-based gravitational wave detectors, such as LISA. We propose an innovative approach to s…
Dawning of a New Era in Gravitational Wave Data Analysis: Unveiling Cosmic Mysteries via Artificial Intelligence -- A Systematic Review
Tianyu Zhao, Ruijun Shi, Yue Zhou +2
Gravitational wave data analysis (GWDA) faces significant challenges due to high-dimensional parameter spaces and non-Gaussian, non-stationary artifacts in the interferometer backg…
Compact Binary Systems Waveform Generation with Generative Pre-trained Transformer
Ruijun Shi, Yue Zhou, Tianyu Zhao +2
Space-based gravitational wave (GW) detection is one of the most anticipated GW detection projects in the next decade, which promises to detect abundant compact binary systems. At…