Tianbai Xiao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Stochastic Nature

Particle Physics

Structure Preserving

Top Venues

J. Comput. Phys.

ACM Trans. Math. Softw.

Publications

Jae Yong Lee, Steffen Schotthöfer, Tianbai Xiao, Sebastian Krumscheid, Martin Frank
Structure-Preserving Operator Learning: Modeling the Collision Operator of Kinetic Equations. CoRR (2024)
Yun Long, Xi'an Guo, Tianbai Xiao
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics. Symmetry 16 (2) (2024)
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
KiT-RT: An Extendable Framework for Radiative Transfer and Therapy. ACM Trans. Math. Softw. 49 (4) (2023)
Tianbai Xiao, Martin Frank
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator. J. Comput. Phys. 490 (2023)
Tianbai Xiao, Jonas Kusch, Julian Koellermeier, Martin Frank
A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws. J. Sci. Comput. 95 (1) (2023)
Tianbai Xiao, Steffen Schotthöfer, Martin Frank
Predicting continuum breakdown with deep neural networks. J. Comput. Phys. 489 (2023)
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
Neural network-based, structure-preserving entropy closures for the Boltzmann moment system. CoRR (2022)
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
KiT-RT: An extendable framework for radiative transfer and therapy. CoRR (2022)
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation. ICML (2022)
Tianbai Xiao
A Well-Balanced Unified Gas-Kinetic Scheme for Multicomponent Flows under External Force Field. Entropy 24 (8) (2022)
Tianbai Xiao, Martin Frank
Using neural networks to accelerate the solution of the Boltzmann equation. J. Comput. Phys. 443 (2021)
Tianbai Xiao, Martin Frank
A stochastic kinetic scheme for multi-scale flow transport with uncertainty quantification. J. Comput. Phys. 437 (2021)
Tianbai Xiao
A flux reconstruction kinetic scheme for the Boltzmann equation. J. Comput. Phys. 447 (2021)
Tianbai Xiao, Martin Frank
A stochastic kinetic scheme for multi-scale plasma transport with uncertainty quantification. J. Comput. Phys. 432 (2021)
Steffen Schotthöfer, Tianbai Xiao, Martin Frank, Cory D. Hauck
A structure-preserving surrogate model for the closure of the moment system of the Boltzmann equation using convex deep neural networks. CoRR (2021)
Tianbai Xiao
Kinetic.jl: A portable finite volume toolbox for scientific and neural computing. J. Open Source Softw. 6 (62) (2021)
Tianbai Xiao, Chang Liu, Kun Xu, Qingdong Cai
A velocity-space adaptive unified gas kinetic scheme for continuum and rarefied flows. J. Comput. Phys. 415 (2020)
Tianbai Xiao, Qingdong Cai, Kun Xu
A well-balanced unified gas-kinetic scheme for multiscale flow transport under gravitational field. J. Comput. Phys. 332 (2017)