Publications | Xinlun Cheng

A Physics-Aware Deep Learning Model for Shear Band Formation Around Collapsing Pores in Shocked Reactive Materials

Journal of Applied Physics (2025), 138, 145105

Cheng, Xinlun ; Chen, Bingzhe ; Choi, Joseph B. ; Nguyen, Yen T. ; Seshadri, Pradeep ; Verma, Mayank ; Udaykumar, H.S. ; Baek, Stephen

arXiv DOI PDF Code

Physics-aware recurrent convolutional neural networks for modeling multiphase compressible flows

International Journal of Multiphase Flow (2024), 177, 104877

Cheng, Xinlun ; Nguyen, Phong C.H. ; Seshadri, Pradeep K. ; Verma, Mayank ; Gray, Zoe J. ; Udaykumar, H.S. ; Baek, Stephen

DOI PDF

PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling

Proceedings of the 41st International Conference on Machine Learning (PMLR, 2024), 235, 37649

Nguyen, Phong C.H. ; Cheng, Xinlun ; Azarfar, Shahab ; Seshadri, Pradeep ; Nguyen, Yen T. ; Kim, Munho ; Choi, Sanghun ; Udaykumar, H.S. ; Baek, Stephen

arXiv PDF Code Poster

The surface mass density of the Milky Way: does the traditional $K_Z$ approach work in the context of new surveys?

Monthly Notices of the Royal Astronomical Society (2024), 527, 959

Cheng, Xinlun ; Anguiano, Borja ; Majewski, Steven R. ; Arras, Phil

NASA/ADS arXiv DOI

Chemo-dynamical tagging in the outskirts: The origins of stellar substructures in the Magellanic Clouds

Astronomy & Astrophysics (2023), 680, A79

Muñoz, César ; Monachesi, Antonela ; Nidever, David L. ; Majewski, Steven R. ; Cheng, Xinlun ; Olsen, Knut ; Choi, Yumi ; Zivick, Paul ; Geisler, Douglas ; Almeida, Andres ; Muñoz, Ricardo R. ; Nitschelm, Christian ; Roman-Lopes, Alexandre ; Lane, Richard R. ; Fernandez-Trincado, Jose G.

NASA/ADS arXiv DOI

Convolutional neural networks for large-scale dynamical modeling of itinerant magnets

Physics Review Research (2023), 5, 033188

Cheng, Xinlun ; Zhang, Sheng ; Nguyen, Phong C.H. ; Azarfar, Shahab ; Chern, Gia-Wei ; Baek, Stephen

arXiv DOI

Kinematical Analysis of Substructure in the Southern Periphery of the Large Magellanic Cloud

The Astrophysical Journal (2022), 928, 95

Cheng, Xinlun ; Choi, Yumi ; Olsen, Knut ; Nidever, David L. ; Majewski, Steven R. ; Monachesi, Antonela ; Besla, Gurtina ; Muñoz Gonzalez, Cesar ; Anguiano, Borja ; Almeida, Andres ; Muñoz, Ricardo R. ; Lane, Richard R. ; Nitschelm, Christian

NASA/ADS arXiv DOI

Exploring the Galactic Warp through Asymmetries in the Kinematics of the Galactic Disk

The Astrophysical Journal (2020), 905, 49

Cheng, Xinlun ; Anguiano, Borja ; Majewski, Steven R. ; Hayes, Christian ; Arras, Phil ; Chiappini, Cristina ; Hasselquist, Sten ; de Andrade Queiroz, Anna Barbara ; Nitschelm, Christian ; García-Hernandez, Domingo Anibal ; Lane, Richard R. ; Roman-Lopes, Alexandre ; Frinchaboy, Peter M.

NASA/ADS arXiv DOI

The Stellar Velocity Distribution Function in the Milky Way Galaxy

The Astronomical Journal (2020), 160, 43

Anguiano, Borja ; Majewski, Steven R. ; Hayes, Christian R. ; Allende Prieto, Carlos ; Cheng, Xinlun ; Bidin, Christian Moni ; Beaton, Rachael L. ; Beers, Timothy C. ; Minniti, Dante

NASA/ADS arXiv DOI PDF

Search for strong galaxy-galaxy lensing in SDSS-III BOSS

Research in Astronomy and Astrophysics (2020), 20, 002

Cheng, Xinlun

NASA/ADS arXiv DOI

Ripple Patterns in In-plane Velocities of OB Stars from LAMOST and Gaia

The Astrophysical Journal Letters (2019), 872, L1

Cheng, Xinlun ; Liu, Chao ; Mao, Shude ; Cui, Wenyuan

NASA/ADS arXiv DOI