Aleksei G. Sorokin

1. On Bounding and Approximating Functions of Multiple Expectations using Quasi-Monte Carlo
   2023/11/13 by Aleksei G. Sorokin, Jagadeeswaran Rathinavel, Sorokin, Aleksei G. +1 · 2 citations
   Decision Sciences · Mathematics · #FOS: Mathematics #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design
2. Quasi-Monte Carlo Software
   2021/02/15 by Sou‐Cheng T. Choi, Fred J. Hickernell, Choi, Sou-Cheng T. +7 · 1 citation
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Approximation and Integration #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
3. Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media
   2023/10/20 by Aleksei G. Sorokin, Sorokin, Aleksei G., Aleksandra Pachalieva +9 · 1 citation
   Computer Science · Engineering · Environmental Science · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Groundwater flow and contamination studies #Numerical Analysis (math.NA) #Reservoir Engineering and Simulation Methods
4. Challenges in Developing Great Quasi-Monte Carlo Software
   2023/11/10 by Sou‐Cheng T. Choi, Yuhan Ding, Choi, Sou-Cheng T. +7 · 1 citation
   Materials Science · Mathematics · #65-04 #65C05 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning in Materials Science #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Statistical Methods and Inference
5. QMCPy: A Python package for randomized low-discrepancy sequences, quasi-Monte Carlo, and fast kernel methods
   2025/02/20 by Aleksei G. Sorokin, Sorokin, Aleksei G · 1 citation
   Mathematics · #FOS: Computer and information sciences #Mathematical Approximation and Integration #Mathematical Software (cs.MS)