Javad Mohammadpour Velni
University of Georgia
H-index: 30
North America-United States
Top articles of Javad Mohammadpour Velni
Development of a Low-Cost Distributed Computing Pipeline for High-Throughput Cotton Phenotyping
Sensors
2024/2/2
Javad Mohammadpour Velni
H-Index: 19
Nigel--Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle
arXiv preprint arXiv:2401.11542
2024/1/21
Javad Mohammadpour Velni
H-Index: 19
Scenario-Based Hybrid Model Predictive Design for Cooperative Adaptive Cruise Control in Mixed-Autonomy Environments
2023/12/13
Leveraging autonomous vehicles in mixed-autonomy traffic networks with reinforcement learning-controlled intersections
Transportation Letters
2023/10/21
Development and Deployment of a Big Data Pipeline for Field-based High-throughput Cotton Phenotyping Data
Smart Agricultural Technology
2023/10/1
A Hybrid Neural Network Approach for Adaptive Scenario-based Model Predictive Control in the LPV Framework
IEEE Control Systems Letters
2023/6/7
Yajie Bao
H-Index: 2
Javad Mohammadpour Velni
H-Index: 19
A learning-and scenario-based MPC design for nonlinear systems in LPV framework with safety and stability guarantees
International Journal of Control
2023/5/11
Yajie Bao
H-Index: 2
Javad Mohammadpour Velni
H-Index: 19
Safe control of nonlinear systems in LPV framework using model-based reinforcement learning
International journal of control
2023/4/3
Yajie Bao
H-Index: 2
Javad Mohammadpour Velni
H-Index: 19
Learning‐based adaptive‐scenario‐tree model predictive control with improved probabilistic safety using robust Bayesian neural networks
International Journal of Robust and Nonlinear Control
2023/3/25
A Supplemental Lighting Control Approach in Controlled Environment Agriculture to Reduce Peak Power Consumption
IFAC-PapersOnLine
2023/1/1
Trust-based Performance Optimization for Human-Swarm Collaboration
2023/1/1
Javad Mohammadpour Velni
H-Index: 19
Control-Oriented Data-Driven and Physics-Based Modeling of Maximum Pressure Rise Rate in Reactivity Controlled Compression Ignition Engines
SAE International Journal of Engines
2023/1
A hybrid stochastic model predictive design approach for cooperative adaptive cruise control in connected vehicle applications
Control Engineering Practice
2023/1/1
Sahand Mosharafian
H-Index: 0
Javad Mohammadpour Velni
H-Index: 19
Data-Driven Model Learning and Control of RCCI Engines based on Heat Release Rate
IFAC-PapersOnLine
2022/1/1
Machine learning-based classification of combustion events in an RCCI engine using heat release rate shapes
IFAC-PapersOnLine
2022/1/1
An overview of data-driven modeling and learning-based control design methods for nonlinear systems in LPV framework
2022
Yajie Bao
H-Index: 2
Javad Mohammadpour Velni
H-Index: 19
Learning-based Adaptive-Scenario-Tree Model Predictive Control with Probabilistic Safety Guarantees Using Bayesian Neural Networks
2022/6/8
Eco-driving Trajectory Planning of a Heterogeneous Platoon in Urban Environments⋆
IFAC-PapersOnLine
2022/1/1
Plant root phenotyping using deep conditional GANs and binary semantic segmentation
Sensors
2022/12/28
Javad Mohammadpour Velni
H-Index: 19
Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification
arXiv preprint arXiv:2212.13589
2022/12/27
