LG
Publications
- Distributed formation control of mobile robots using discrete-time distributed population dynamics
- Resilient Structural Sparsity in the Design of Consensus Networks
- Failure signature classification in solar photovoltaic plants using RGB images and convolutional neural networks
- Developing a Collaborative System Dynamics Model of College Drinking Events:
- Dynamics of Cooperation in a Task Completion Social Dilemma
- Machine Learning for Site-adaptation and Solar Radiation Forecasting
- Distributed Reconfiguration for Resilient Synchronization of Multi-agent Systems
- Trajectory design for efficient crop irrigation with a UAV
- Structural sparsity for active control design in civil engineering
- Feedback Control Engineering for Cooperative Community Development: Tools for Financial Management Advice for Low-Income Individuals
- A System Dynamic Model of Drinking Events: Multi-Level Ecological Approach
- A Clustering Approach for Domestic Smart Metering Data Preprocessing
- Discrete-Time Distributed Population Dynamics for Optimization and Control
- A Multi-Critic Reinforcement Learning Method: An Application to Multi-Tank Water Systems
- Model Predictive Control and Structural Sparsity
- Solar irradiance forecasting models without on-site training measurements
- Dynamics of Metabolism and Decision Making During Alcohol Consumption: Modeling and Analysis
- Foraging theory for dimensionality reduction of clustered data
- Dynamic Task Performance, Cohesion, and Communications in Human Groups
- Modeling and Analysis of Group Dynamics in Alcohol-Consumption Environments
- Deep Learning-Based Portable Device for Audio Distress Signal Recognition in Urban Areas
- Structural Sparsity in Networked Control Systems
- Donation Networks in Underprivileged Communities
- Dynamics of a Differential Wheeled Robot: Control and Trajectory Error Bound
- Structural sparsity in control design of active and semi‐active systems
- Machine learning for manually-measured water quality prediction in fish farming
- You Make Me Tremble: A First Look at Attacks Against Structural Control Systems
- Prediction of Site-Specific Solar Diffuse Horizontal Irradiance from Two Input Variables in Colombia
- Variations of Rotating Savings and Credit Associations for Community Development
- Open-source low-cost design of a buoy for remote water quality monitoring in fish farming
- Machine learning in photovoltaic systems: A review
- Information Optimization and Transferable State Abstractions in Deep Reinforcement Learning
- The impact of climate change on photovoltaic power potential in Southwestern Colombia
- An interactive tool for visualization and prediction of solar radiation and photovoltaic generation in Colombia
- Cholec80-CVS: An open dataset with an evaluation of Strasberg’s critical view of safety for AI
- Rotating Savings and Credit Associations: A Scoping Review
- Rotating savings and credit associations: A scoping review
- Climate change impact on photovoltaic power potential in South America
- A Systematic Review of Technology-Aided Stress Management Systems: Automatic Measurement, Detection and Control
- OGLE-IV Period–Luminosity Relation of the LMC: An Analysis Using Mean and Median Magnitudes
- LSC50: Colombian Sign Language Video and Inertial Measurement dataset
- Deep Reinforcement Learning‐Based Control for Real‐Time Hybrid Simulation of Civil Structures
- Deep Learning for solar irradiance forecasting using multi-station data
- Deep learning for single-site solar irradiance forecasting using multi-station data*