Follow
Burigede Liu
Burigede Liu
Granta Design Assistant Professor, University of Cambridge
Verified email at cam.ac.uk
Title
Cited by
Cited by
Year
Fourier neural operator for parametric partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2010.08895, 2020
19192020
Neural operator: Learning maps between function spaces with applications to pdes
N Kovachki, Z Li, B Liu, K Azizzadenesheli, K Bhattacharya, A Stuart, ...
Journal of Machine Learning Research 24 (89), 1-97, 2023
6232023
Neural operator: Graph kernel network for partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2003.03485, 2020
5612020
Multipole Graph Neural Operator for Parametric Partial Differential Equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
Neural Information Processing Systems (Neurips) 2020, 2020
3422020
Physics-informed neural operator for learning partial differential equations
Z Li, H Zheng, N Kovachki, D Jin, H Chen, B Liu, K Azizzadenesheli, ...
ACM/JMS Journal of Data Science 1 (3), 1-27, 2024
3222024
Fourier neural operator with learned deformations for pdes on general geometries
Z Li, DZ Huang, B Liu, A Anandkumar
Journal of Machine Learning Research 24 (388), 1-26, 2023
1602023
Neural operator: Graph kernel network for partial differential equations
A Anandkumar, K Azizzadenesheli, K Bhattacharya, N Kovachki, Z Li, ...
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential …, 2020
1032020
Fourier neural operator for parametric partial differential equations, arXiv
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2010.08895, 2020
932020
A learning-based multiscale method and its application to inelastic impact problems
B Liu, N Kovachki, Z Li, K Azizzadenesheli, A Anandkumar, A Stuart, ...
arXiv preprint arXiv:2102.07256, 2021
612021
High strength metallic wood from nanostructured nickel inverse opal materials
JH Pikul, S Özerinç, B Liu, R Zhang, PV Braun, VS Deshpande, WP King
Scientific reports 9 (1), 719, 2019
502019
Multiscale modeling of materials: Computing, data science, uncertainty and goal-oriented optimization
N Kovachki, B Liu, X Sun, H Zhou, K Bhattacharya, M Ortiz, A Stuart
Mechanics of Materials 165, 104156, 2022
422022
Markov neural operators for learning chaotic systems
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2106.06898, 2-3, 2021
422021
Failure mechanism maps for ultra-high molecular weight polyethylene fibre composite beams impacted by blunt projectiles
BG Liu, HNG Wadley, VS Deshpande
International Journal of Solids and Structures 178, 180-198, 2019
292019
Strengthening magnesium by design: Integrating alloying and dynamic processing
SE Prameela, P Yi, Y Hollenweger, B Liu, J Chen, L Kecskes, ...
Mechanics of Materials 167, 104203, 2022
272022
Learning chaotic dynamics in dissipative systems
Z Li, M Liu-Schiaffini, N Kovachki, K Azizzadenesheli, B Liu, ...
Advances in Neural Information Processing Systems 35, 16768-16781, 2022
242022
Deep penetration of ultra-high molecular weight polyethylene composites by a sharp-tipped punch
BG Liu, K Kandan, HNG Wadley, VS Deshpande
Journal of the Mechanics and Physics of Solids 123, 80-102, 2019
222019
A physically-based constitutive model for the shear-dominated response and strain rate effect of carbon fibre reinforced composites
W Tan, B Liu
Composites Part B: Engineering 193, 108032, 2020
192020
High strain rate compressive response of ultra-high molecular weight polyethylene fibre composites
BG Liu, K Kandan, HNG Wadley, VS Deshpande
International Journal of Plasticity 122, 115-134, 2019
192019
Learning dissipative dynamics in chaotic systems
Z Li, M Liu-Schiaffini, N Kovachki, B Liu, K Azizzadenesheli, ...
arXiv preprint arXiv:2106.06898, 2021
172021
Learning macroscopic internal variables and history dependence from microscopic models
B Liu, E Ocegueda, M Trautner, AM Stuart, K Bhattacharya
Journal of the Mechanics and Physics of Solids 178, 105329, 2023
142023
The system can't perform the operation now. Try again later.
Articles 1–20