Muhammad Rizki Oktavian
Engineering · Purdue University West Lafayette
Publications
23
Citations
69
Est. group size
~1
Recurring co-author estimate
Active years
12
Publishing since 2014
Muhammad Rizki Oktavian works in nuclear engineering, focusing on reactor physics simulation and modeling, including light water reactors, boiling water reactors, and other reactor designs. Recent work combines traditional nuclear reactor core simulation methods (such as neutron diffusion and nodal methods) with machine learning techniques to improve prediction accuracy and correct errors in lower-fidelity simulations. This research could interest students wanting to work at the intersection of nuclear engineering and data-driven modeling.
Publication output rose from 2020 to a peak around 2021-2023 (4-5 papers/year) but has declined to 1-2 papers per year in 2024-2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Distance Estimation of Body Joints Position for Human Activities Using Monocular Camera
2025
- Integrating core physics and machine learning for improved parameter prediction in boiling water reactor operations
Scientific Reports · 2024
- Applying Gaussian Process Regression for Machine Learning-Assisted Reactor Simulations
Journal of Physics Conference Series · 2024
- Preliminary development of machine learning-based error correction model for low-fidelity reactor physics simulation
Annals of Nuclear Energy · 2023
- Transition Core Modeling for Extended-Enrichment Accident-Tolerant Fuels in Light Water Reactors Using PARCS/Polaris
Nuclear Science and Engineering · 2023
- Transition Core Modeling for Extended Enrichment & Accident-Tolerant Fuels Using Polaris/PARCS
2023
- Improving Neutron Diffusion Solver on Small-Size Boiling Water Reactors with a Neural Network-Based Correction Model
SSRN Electronic Journal · 2023
- Integrating Core Physics and Machine Learning for Improved Parameter Prediction in Boiling Water Reactor Operations
Research Square · 2023
- Triangular Polynomial Expansion Nodal Method for VVER Core Analysis
Nuclear Science and Engineering · 2022
- Transition Core Modeling for Extended Enriched, Accident Tolerant Fuel Using PARCS/Polaris
2022
- Preliminary Development of Machine Learning-Aided Reactor Physics Simulation
SSRN Electronic Journal · 2022
- Predicting BWR Criticality with Data-Driven Machine Learning Model
Transactions of the American Nuclear Society · 2022
- Model Comparison of Passive Compact-Molten Salt Reactor Neutronic Design Using MCNP6 and Serpent-2
Atom Indonesia · 2021
- Evaluating the Diffusion Approximation Capability on the Integral Pressurized Water Reactor (IPWR) Core Calculation
Atom Indonesia · 2021
- Axial Shuffling on Pebble Bed Reactor using PRAKTIK 3D-HTR
IOP Conference Series Earth and Environmental Science · 2021
- Atom Indonesia×2
- Nuclear Science and Engineering×2
- SSRN Electronic Journal×2
- Journal of Physics Conference Series×2
- Scientific Reports×1
- Yunlin Xu
Engineering · Purdue University West Lafayette
- Dean Wang
Engineering · The Ohio State University
- Swapnil Morankar
Engineering · Purdue University West Lafayette
- Zuolong Zhu
Engineering · The Ohio State University
- Hussein Khalil
Engineering · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile