Zhang, Xiaoxuan
- Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems
2022/12/30 by Xiaoxuan Zhang, Zhang, Xiaoxuan, Krishna Garikipati +1 · 3 citations
Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions
2018/05/11 by Liu, Mingrui, Zhang, Xiaoxuan, Zhang, Lijun +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A treatment of particle-electrolyte sharp interface fracture in solid-state batteries with multi-field discontinuities
2023/09/23 by Zhang, Xiaoxuan, Gupta, Tryaksh, Wang, Zhenlin +3 · 1 citation
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- System inference for the spatio-temporal evolution of infectious diseases: Michigan in the time of COVID-19
2020/07/02 by Zhenlin Wang, Xiaoxuan Zhang, Wang, Zhenlin +7 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #COVID-19 epidemiological studies #FOS: Biological sciences #Populations and Evolution (q-bio.PE) #Statistical Methods and Inference
- Bayesian neural networks for weak solution of PDEs with uncertainty quantification
2021/01/13 by Zhang, Xiaoxuan, Garikipati, Krishna · 1 citation
#Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- System inference via field inversion for the spatio-temporal progression of infectious diseases: Studies of COVID-19 in Michigan and Mexico
2021/04/29 by Zhenlin Wang, Mariana Carrasco Teja, Wang, Zhenlin +7 · 1 citation
Mathematics · Medicine · #Biological Physics (physics.bio-ph) #COVID-19 epidemiological studies #FOS: Physical sciences #Mathematical and Theoretical Epidemiology and Ecology Models #Viral Infections and Outbreaks Research