Garikipati, Krishna
- Multiscale modeling meets machine learning: What can we learn?
2019/11/27 by Peng, Grace C. Y., Alber, Mark, Tepole, Adrian Buganza +9 · 7 citations
#Biological Physics (physics.bio-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences
- 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 · 4 citations
Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- High Order Schemes for Gradient Flow with Respect to a Metric
2022/11/13 by Saem Han, Selim Esedoḡlu, Han, Saem +3 · 1 citation
Engineering · Mathematics · #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Geometric Analysis and Curvature Flows #Navier-Stokes equation solutions #Numerical Analysis (math.NA)
- 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, Wang, Zhenlin, Xiaoxuan Zhang +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)
- AI-University: An LLM-based platform for instructional alignment to scientific classrooms
2025/04/11 by Mostafa Faghih Shojaei, Rahul Gulati, Shojaei, Mostafa Faghih +12 · 3 citations
Computer Science · Decision Sciences · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Semantic Web and Ontologies
- 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