Search Results - "Shao, Ketong"
-
1
A Study on the Role of Electric Field in Low-Temperature Plasma Catalytic Ammonia Synthesis via Integrated Density Functional Theory and Microkinetic Modeling
Published in JACS Au (26-02-2024)“…Low-temperature plasma catalysis has shown promise for various chemical processes such as light hydrocarbon conversion, volatile organic compounds removal, and…”
Get full text
Journal Article -
2
Perspectives on Machine Learning-Assisted Plasma Medicine: Toward Automated Plasma Treatment
Published in IEEE transactions on radiation and plasma medical sciences (01-01-2022)“…Cold atmospheric plasmas (CAPs) have shown great promise for medical applications through their synergistic chemical, electrical, and thermal effects, which…”
Get full text
Journal Article -
3
Run-indexed time-varying Bayesian optimization with positional encoding for auto-tuning of controllers: Application to a plasma-assisted deposition process with run-to-run drifts
Published in Computers & chemical engineering (01-06-2024)“…Bayesian optimization (BO) has emerged as a useful paradigm for automatic calibration (aka auto-tuning) of advanced optimization- and learning-based…”
Get full text
Journal Article -
4
Perspectives on Machine Learning-assisted Plasma Medicine: Towards Automated Plasma Treatment
Published in IEEE transactions on radiation and plasma medical sciences (01-02-2021)“…Cold atmospheric plasmas (CAPs) have shown great promise for medical applications through their synergistic chemical, electrical, and thermal effects, which…”
Get full text
Journal Article -
5
Probabilistically Robust Bayesian Optimization for Data-Driven Design of Arbitrary Controllers with Gaussian Process Emulators
Published in 2021 60th IEEE Conference on Decision and Control (CDC) (14-12-2021)“…A fundamental challenge in control applications stems from the lack of a sufficiently detailed system model that can be used for systematic controller design…”
Get full text
Conference Proceeding