Tianbai Xiao

23 papers A* 1Journal 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient computation of the forcing term in Enskog Vlasov equation.
J. Comput. Phys.
Zuoxu Li, Shaokang Li, Tianbai Xiao, Yonghao Zhang
2025 J jnl
An immersed boundary method for the discrete velocity model of the Boltzmann equation.
CoRR
Longqing Ge, Qingdong Cai, Yonghao Zhang, Tianbai Xiao
2025 J jnl
Solving continuum and rarefied flows using differentiable programming.
J. Comput. Phys.
Tianbai Xiao
2024 J jnl
A stochastic Galerkin lattice Boltzmann method for incompressible fluid flows with uncertainties.
J. Comput. Phys.
Mingliang Zhong, Tianbai Xiao, Mathias J. Krause, Martin Frank, Stephan Simonis
2024 J jnl
An Efficient Explicit-Implicit Adaptive Method for Peridynamic Modelling of Quasi-Static Fracture Formation and Evolution.
CoRR
Shiwei Hu, Tianbai Xiao, Mingshuo Han, Zuoxu Li, Erkan Oterkus, Selda Oterkus, Yonghao Zhang
2024 J jnl
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics.
Symmetry
Yun Long, Xi'an Guo, Tianbai Xiao
2024 J jnl
Structure-Preserving Operator Learning: Modeling the Collision Operator of Kinetic Equations.
CoRR
Jae Yong Lee, Steffen Schotthöfer, Tianbai Xiao, Sebastian Krumscheid, Martin Frank
2023 J jnl
A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws.
J. Sci. Comput.
Tianbai Xiao, Jonas Kusch, Julian Koellermeier, Martin Frank
2023 J jnl
KiT-RT: An Extendable Framework for Radiative Transfer and Therapy.
ACM Trans. Math. Softw.
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
2023 J jnl
Predicting continuum breakdown with deep neural networks.
J. Comput. Phys.
Tianbai Xiao, Steffen Schotthöfer, Martin Frank
2023 J jnl
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator.
J. Comput. Phys.
Tianbai Xiao, Martin Frank
2022 J jnl
A Well-Balanced Unified Gas-Kinetic Scheme for Multicomponent Flows under External Force Field.
Entropy
Tianbai Xiao
2022 J jnl
KiT-RT: An extendable framework for radiative transfer and therapy.
CoRR
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
2022 J jnl
Neural network-based, structure-preserving entropy closures for the Boltzmann moment system.
CoRR
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
2022 A* conf
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation.
ICML
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
2021 J jnl
A flux reconstruction kinetic scheme for the Boltzmann equation.
J. Comput. Phys.
Tianbai Xiao
2021 J jnl
A stochastic kinetic scheme for multi-scale flow transport with uncertainty quantification.
J. Comput. Phys.
Tianbai Xiao, Martin Frank
2021 J jnl
A stochastic kinetic scheme for multi-scale plasma transport with uncertainty quantification.
J. Comput. Phys.
Tianbai Xiao, Martin Frank
2021 J jnl
A structure-preserving surrogate model for the closure of the moment system of the Boltzmann equation using convex deep neural networks.
CoRR
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
2021 J jnl
Kinetic.jl: A portable finite volume toolbox for scientific and neural computing.
J. Open Source Softw.
Tianbai Xiao
2021 J jnl
Using neural networks to accelerate the solution of the Boltzmann equation.
J. Comput. Phys.
Tianbai Xiao, Martin Frank
2020 J jnl
A velocity-space adaptive unified gas kinetic scheme for continuum and rarefied flows.
J. Comput. Phys.
Tianbai Xiao, Chang Liu, Kun Xu, Qingdong Cai
2017 J jnl
A well-balanced unified gas-kinetic scheme for multiscale flow transport under gravitational field.
J. Comput. Phys.
Tianbai Xiao, Qingdong Cai, Kun Xu