papers
Publications (11)
astro-ph.CO2019
Detecting Galaxy-Filament Alignments in the Sloan Digital Sky Survey III
Yen-Chi Chen, Shirley Ho, Jonathan Blazek +4
q-bio.BM2016
Tip-enhanced Raman spectroscopic detection of aptamers
Siyu He, Hongyuan Li, Zhe He +1
astro-ph.CO2019
The detection of the imprint of filaments on cosmic microwave background lensing
Siyu He, Shadab Alam, Simone Ferraro +2
astro-ph.CO2019
From Dark Matter to Galaxies with Convolutional Networks
Xinyue Zhang, Yanfang Wang, Wei Zhang +5
cond-mat.soft2016
Raman spectroscopy of chocolate bloom
Siyu He, Dmitri V. Voronine
astro-ph.CO2016
Constraining Gravity at the Largest Scales through CMB Lensing and Galaxy Velocities
Anthony R. Pullen, Shadab Alam, Siyu He +1
astro-ph.CO2019
Learning to Predict the Cosmological Structure Formation
Siyu He, Yin Li, Yu Feng +4
The paper introduces a deep neural network called D³M that predicts non‑linear cosmological structure formation from linear perturbation theory, outperforming traditional second‑or…
#cosmic web#structure formation#deep learning#neural networks
cond-mat.soft2016
Formation of Non-uniform Double Helices for Elastic Rods under Torsion
Hongyuan Li, Shumin Zhao, Minggang Xia +4
astro-ph.CO2019
HIGAN: Cosmic Neutral Hydrogen with Generative Adversarial Networks
Juan Zamudio-Fernandez, Atakan Okan, Francisco Villaescusa-Navarro +5
astro-ph.CO2018
CosmoFlow: Using Deep Learning to Learn the Universe at Scale
Amrita Mathuriya, Deborah Bard, Peter Mendygral +14
astro-ph.SR2016
Observational Constraints on First-Star Nucleosynthesis. I. Evidence for Multiple Progenitors of CEMP-no Stars
Jinmi Yoon, Timothy C. Beers, Vinicius M. Placco +6