Synthetic learner: model-free inference on treatments over time
Understanding of the effect of a particular treatment or a policy pertains to many areas of interest -- ranging from political economics, marketing to health-care and personalized treatment studies.
Bradic, Jelena, Viviano, Davide
core
Spectral Control via Multi-Species Effects in PW-Class Laser-Ion Acceleration [PDF]
Laser-ion acceleration with ultra-short pulse, PW-class lasers is dominated by non-thermal, intra-pulse plasma dynamics. The presence of multiple ion species or multiple charge states in targets leads to characteristic modulations and even mono-energetic
Huebl, Axel +10 more
core +5 more sources
Predictive Control for Alleviation of Gust Loads on Very Flexible Aircraft
In this work the dynamics of very flexible aircraft are described by a set of non-linear, multi-disciplinary equations of motion. Primary structural components are represented by a geometrically-exact composite beam model which captures the large dynamic
Chen P. +8 more
core +1 more source
Observer-based event-triggered model-free adaptive sliding mode predictive control
For simple-input and simple-output (SISO) discrete-time nonlinear systems, an observer-based event-triggered model-free adaptive sliding mode predictive control technique (EMFASPC) is put forth in this study.
Bing Ren, Guangqing Bao
doaj +1 more source
Model-Free Predictive Current Control of a 3-φ Grid-Connected Neutral-Point-Clamped Transformerless Inverter [PDF]
Sherif A. Zaid +5 more
openalex +1 more source
Design and Application of Offset-Free Model Predictive Control Disturbance Observation Method
Model predictive control (MPC) with its lower request to the mathematical model, excellent control performance, and convenience online calculation has developed into a very important subdiscipline with rich theory foundation and practical application ...
Xue Wang +3 more
doaj +1 more source
Model predictive control, the economy, and the issue of global warming [PDF]
This study is motivated by the evidence of global warming, which is caused by human activity but affects the efficiency of the economy. We employ the integrated assessment Nordhaus DICE-2007 model [16].
BRECHET, Thierry +2 more
core
Weighting Factor Free Model Predictive Control for a Flying Capacitor Converter in a DC Microgrid [PDF]
Vijesh Jayan, Amer M. Y. M. Ghias
openalex +1 more source
Robust reinforcement learning for nonlinear process control with stability guarantees
Reinforcement learning (RL) offers a promising route to fast, nonlinear feedback control for complex process systems; however, its deployment is hindered by the lack of formal stability guarantees and sensitivity to model-plant mismatch under constraints.
Xiaodong Cui +2 more
doaj +1 more source

