3 citations · 3 across the 1 of their papers we have counts for
4 papers
Numerical Demonstration of Multiple Actuator Constraint Enforcement Algorithm for a Molten Salt Loop
Akshay J. Dave, Haoyu Wang, Roberto Ponciroli +1
To advance the paradigm of autonomous operation for nuclear power plants, a data-driven machine learning approach to control is sought. Autonomous operation for next-generation rea…
Empirical Models for Multidimensional Regression of Fission Systems
Akshay J. Dave, Jiankai Yu, Jarod Wilson +3
The development of next-generation autonomous control of fission systems, such as nuclear power plants, will require leveraging advancements in machine learning. For fission system…
Deep Surrogate Models for Multi-dimensional Regression of Reactor Power
Akshay J. Dave, Jarod Wilson, Kaichao Sun
There is renewed interest in developing small modular reactors and micro-reactors. Innovation is necessary in both construction and operation methods of these reactors to be financ…
Inference of Gas-liquid Flowrate using Neural Networks
Akshay J. Dave, Annalisa Manera
The metering of gas-liquid flows is difficult due to the non-linear relationship between flow regimes and fluid properties, flow orientation, channel geometry, etc. In fact, a majo…