Burigede Liu
California Institute of Technology
H-index: 16
North America-United States
Top articles of Burigede Liu
Towards Quantum Computational Mechanics
arXiv preprint arXiv:2312.03791
2023/12/6
A learning-based optimal uncertainty quantification method and its application to ballistic impact problems
Mechanics of Materials
2023/9/1
Xingsheng Sun
H-Index: 8
Burigede Liu
H-Index: 6
Learning macroscopic internal variables and history dependence from microscopic models
Journal of the Mechanics and Physics of Solids
2023/9/1
Learning Markovian homogenized models in viscoelasticity
Multiscale Modeling & Simulation
2023/6/10
Fourier neural operator with learned deformations for pdes on general geometries
Journal of Machine Learning Research
2023
Learning chaotic dynamics in dissipative systems
Advances in Neural Information Processing Systems
2022/12/6
Strengthening magnesium by design: Integrating alloying and dynamic processing
Mechanics of Materials
2022/4/1
Multiscale modeling of materials: Computing, data science, uncertainty and goal-oriented optimization
2022/2/1
Influence of microstructure on the failure of ultra-high molecular weight polyethylene composite beams impacted by blunt projectiles
Mechanics of Materials
2022/1/1
Recrystallization mechanisms, grain refinement, and texture evolution during ECAE processing of Mg and its alloys
Mechanics of Materials
2021/11/1
Learning dissipative dynamics in chaotic systems
arXiv preprint arXiv:2106.06898
2021/6/13
Concurrent goal-oriented materials-by-design
arXiv preprint arXiv:2106.06074
2021/6/10
Xingsheng Sun
H-Index: 8
Burigede Liu
H-Index: 6
Kaushik Bhattacharya
H-Index: 13
Michael Ortiz
H-Index: 49
Markov neural operators for learning chaotic systems
arXiv preprint arXiv:2106.06898
2021/6
Hierarchical multiscale quantification of material uncertainty
Journal of the Mechanics and Physics of Solids
2021/8/1
Burigede Liu
H-Index: 6
Xingsheng Sun
H-Index: 8
Kaushik Bhattacharya
H-Index: 13
Michael Ortiz
H-Index: 49
A learning-based multiscale method and its application to inelastic impact problems
Journal of the Mechanics and Physics of Solids
2022/1/1
Fourier neural operator for parametric partial differential equations
arXiv preprint arXiv:2010.08895
2020/10/18
A physically-based constitutive model for the shear-dominated response and strain rate effect of carbon fibre reinforced composites
Composites Part B: Engineering
2020/7/15
Wei Tan
H-Index: 5
Burigede Liu
H-Index: 6
Multipole Graph Neural Operator for Parametric Partial Differential Equations
Advances in Neural Information Processing Systems
2020
Out-of-plane compressive response of additively manufactured cross-ply composites
Journal of Mechanics
2020/4
Neural operator: Graph kernel network for partial differential equations
arXiv preprint arXiv:2003.03485
2020/3/7
Co-Authors
