Promit Chakroborty
- Covariance-free Bi-fidelity Control Variates Importance Sampling for Rare Event Reliability Analysis
2024/05/06 by Promit Chakroborty, Chakroborty, Promit, Somayajulu L. N. Dhulipala +3 · 2 citations
Engineering · #62-08 (Primary) #62D99 #62F10 #62H12 #62L12 #62P30 #65C05 #90B25 #FOS: Computer and information sciences #Fault Detection and Control Systems #G.3 #Methodology (stat.ME) #Nuclear Engineering Thermal-Hydraulics
- General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation
2022/12/07 by Promit Chakroborty, Somayajulu L. N. Dhulipala, Chakroborty, Promit +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)
- SuSIE: Subset Simulation with Intrepid Exploration
2026/07/25 by Adwait Sharma, Promit Chakroborty, Michael D. Shields
#stat.CO #stat.ME