Takip et
Tianju Xue
Tianju Xue
Assistant Professor at HKUST
ust.hk üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Machine learning generative models for automatic design of multi-material 3D printed composite solids
T Xue, TJ Wallin, Y Menguc, S Adriaenssens, M Chiaramonte
Extreme Mechanics Letters 41, 100992, 2020
902020
Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification
S Liao, T Xue, J Jeong, S Webster, K Ehmann, J Cao
Computational Mechanics 72 (3), 499-512, 2023
65*2023
A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation
T Xue, A Beatson, M Chiaramonte, G Roeder, JT Ash, Y Menguc, ...
Soft matter 16 (32), 7524-7534, 2020
532020
Amortized finite element analysis for fast pde-constrained optimization
T Xue, A Beatson, S Adriaenssens, R Adams
International Conference on Machine Learning, 10638-10647, 2020
452020
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science
T Xue, S Liao, Z Gan, C Park, X Xie, WK Liu, J Cao
Computer Physics Communications 291, 108802, 2023
382023
Additive friction stir deposition of metallic materials: Process, structure and properties
J Shao, A Samaei, T Xue, X Xie, S Guo, J Cao, E MacDonald, Z Gan
Materials & Design, 112356, 2023
372023
Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing
T Xue, Z Gan, S Liao, J Cao
npj Computational Materials 8 (1), 201, 2022
352022
Learning the nonlinear dynamics of mechanical metamaterials with graph networks
T Xue, S Adriaenssens, S Mao
International Journal of Mechanical Sciences 238, 107835, 2023
27*2023
Convolution hierarchical deep-learning neural network (c-hidenn) with graphics processing unit (gpu) acceleration
C Park, Y Lu, S Saha, T Xue, J Guo, S Mojumder, DW Apley, GJ Wagner, ...
Computational Mechanics 72 (2), 383-409, 2023
262023
Learning composable energy surrogates for pde order reduction
A Beatson, J Ash, G Roeder, T Xue, RP Adams
Advances in neural information processing systems 33, 338-348, 2020
222020
Accelerating phase-field simulation of three-dimensional microstructure evolution in laser powder bed fusion with composable machine learning predictions
JY Choi, T Xue, S Liao, J Cao
Additive Manufacturing 79, 103938, 2024
192024
Differentiable simulation for material thermal response design in additive manufacturing processes
M Mozaffar, S Liao, J Jeong, T Xue, J Cao
Additive Manufacturing 61, 103337, 2023
172023
Mapped phase field method for brittle fracture
T Xue, S Adriaenssens, S Mao
Computer Methods in Applied Mechanics and Engineering 385, 114046, 2021
172021
Mapped shape optimization method for the rational design of cellular mechanical metamaterials under large deformation
T Xue, S Mao
International journal for numerical methods in engineering 123 (10), 2357-2380, 2022
162022
Simulation-guided feedforward-feedback control of melt pool temperature in directed energy deposition
S Liao, J Jeong, R Zha, T Xue, J Cao
CIRP Annals 72 (1), 157-160, 2023
122023
Amortized synthesis of constrained configurations using a differentiable surrogate
X Sun, T Xue, S Rusinkiewicz, RP Adams
Advances in neural information processing systems 34, 18891-18906, 2021
112021
Artificial intelligence in metal forming
J Cao, M Bambach, M Merklein, M Mozaffar, T Xue
CIRP Annals, 2024
72024
More stiffness with less fiber: end-to-end fiber path optimization for 3D-printed composites
X Sun, G Roeder, T Xue, RP Adams, S Rusinkiewicz
Proceedings of the 8th ACM Symposium on Computational Fabrication, 1-14, 2023
72023
The successive node snapping scheme: A method to obtain conforming meshes for an evolving curve in 2D and 3D
Y Wan, T Xue, Y Shen
Finite Elements in Analysis and Design 153, 1-21, 2019
62019
A new finite element level set reinitialization method based on the shifted boundary method
T Xue, WC Sun, S Adriaenssens, Y Wei, C Liu
Journal of Computational Physics 438, 110360, 2021
52021
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20