51 citations · 107 across the 8 of their papers we have counts for
8 papers
The limits of bio-molecular modeling with large language models : a cross-scale evaluation
Yaxin Xu, Yue Zhou, Tianyu Zhao +2
The modeling of bio-molecular system across molecular scales remains a central challenge in scientific research. Large language models (LLMs) are increasingly applied to bio-molecu…
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…
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…
Dilated convolutional neural network for detecting extreme-mass-ratio inspirals
Tianyu Zhao, Yue Zhou, Ruijun Shi +2
The detection of Extreme Mass Ratio Inspirals (EMRIs) is intricate due to their complex waveforms, extended duration, and low signal-to-noise ratio (SNR), making them more challeng…
Taiji Data Challenge for Exploring Gravitational Wave Universe
Zhixiang Ren, Tianyu Zhao, Zhoujian Cao +4
The direct observation of gravitational waves (GWs) opens a new window for exploring new physics from quanta to cosmos and provides a new tool for probing the evolution of universe…
Space-based gravitational wave signal detection and extraction with deep neural network
Tianyu Zhao, Ruoxi Lyu, He Wang +2
Space-based gravitational wave (GW) detectors will be able to observe signals from sources that are otherwise nearly impossible from current ground-based detection. Consequently, t…