Lingxiao Wang

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalizable Equivariant Diffusion Models for Non-Abelian Lattice Gauge Theory.
CoRR
Gert Aarts, Diaa E. Habibi, Andreas Ipp, David I. Müller, Thomas R. Ranner, Lingxiao Wang, Wei Wang, Qianteng Zhu
2025 J jnl
Combining complex Langevin dynamics with score-based and energy-based diffusion models.
CoRR
Gert Aarts, Diaa E. Habibi, Lingxiao Wang, Kai Zhou
2025 J jnl
On learning higher-order cumulants in diffusion models.
Mach. Learn. Sci. Technol.
Gert Aarts, Diaa E. Habibi, Lingxiao Wang, Kai Zhou
2024 J jnl
Approaching epidemiological dynamics of COVID-19 with physics-informed neural networks.
J. Frankl. Inst.
Shuai Han, Lukas Stelz, Horst Stoecker, Lingxiao Wang, Kai Zhou
2024 J jnl
Diffusion models learn distributions generated by complex Langevin dynamics.
CoRR
Diaa E. Habibi, Gert Aarts, Lingxiao Wang, Kai Zhou
2024 J jnl
On learning higher-order cumulants in diffusion models.
CoRR
Gert Aarts, Diaa E. Habibi, Lingxiao Wang, Kai Zhou
2023 J jnl
Approaching epidemiological dynamics of COVID-19 with physics-informed neural networks.
CoRR
Shuai Han, Lukas Stelz, Horst Stoecker, Lingxiao Wang, Kai Zhou
2023 J jnl
Diffusion Models as Stochastic Quantization in Lattice Field Theory.
CoRR
Lingxiao Wang, Gert Aarts, Kai Zhou
2023 J jnl
Generative Diffusion Models for Lattice Field Theory.
CoRR
Lingxiao Wang, Gert Aarts, Kai Zhou
2023 J jnl
Rethinking the ill-posedness of the spectral function reconstruction - Why is it fundamentally hard and how Artificial Neural Networks can help.
Comput. Phys. Commun.
Shuzhe Shi, Lingxiao Wang, Kai Zhou
2022 J jnl
Measuring Dynamics in Evacuation Behaviour with Deep Learning.
Entropy
Huaidian Hou, Lingxiao Wang
2021 J jnl
Automatic differentiation approach for reconstructing spectral functions with neural networks.
CoRR
Lingxiao Wang, Shuzhe Shi, Kai Zhou
2021 J jnl
Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk.
Mach. Learn. Sci. Technol.
Lingxiao Wang, Tian Xu, Till Hannes Stoecker, Horst Stöcker, Yin Jiang, Kai Zhou
2021 J jnl
Reconstructing spectral functions via automatic differentiation.
CoRR
Lingxiao Wang, Shuzhe Shi, Kai Zhou
2020 J jnl
Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk.
CoRR
Lingxiao Wang, Tian Xu, Till Hannes Stoecker, Horst Stöcker, Yin Jiang, Kai Zhou