Che, Yifeng
- Machine learning-assisted surrogate construction for full-core fuel performance analysis
2021/04/17 by Che, Yifeng, Yurko, Joseph, Shirvan, Koroush · 2 citations
#Computational Engineering #FOS: Computer and information sciences #Finance #I.2.6 #I.6.3 #Machine Learning (cs.LG) #and Science (cs.CE)
- Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation
2022/01/06 by Dhulipala, Somayajulu L. N., Shields, Michael D., Chakroborty, Promit +7 · 1 citation
#Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation
2022/12/07 by Promit Chakroborty, Chakroborty, Promit, Somayajulu L. N. Dhulipala +11 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Reliability and Maintenance Optimization #Software Reliability and Analysis Research #Statistical Distribution Estimation and Applications #Statistics Theory (math.ST)
- MOOSE ProbML: Parallelized Probabilistic Machine Learning and Uncertainty Quantification for Computational Energy Applications
2025/04/23 by Somayajulu L. N. Dhulipala, Péter German, Dhulipala, Somayajulu L. N. +13 · 1 citation
Engineering · #Applications (stat.AP) #Energy Load and Power Forecasting #FOS: Computer and information sciences