Joaquim Dias Garcia

Orcid: 0000-0002-7721-8564

According to our database1, Joaquim Dias Garcia authored at least 25 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Regularization and optimization in model-based clustering.
Pattern Recognit., 2024

<tt>BilevelJuMP.jl: </tt> Modeling and Solving Bilevel Optimization Problems in Julia.
INFORMS J. Comput., 2024

Flexible Differentiable Optimization via Model Transformations.
INFORMS J. Comput., 2024

Assessing the Optimistic Bias in the Natural Inflow Forecasts: A Call for Model Monitoring in Brazil.
CoRR, 2024

Long-term Hydrothermal Bid-based Market Simulator.
CoRR, 2024

2023
JuMP 1.0: recent improvements to a modeling language for mathematical optimization.
Math. Program. Comput., September, 2023

Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks.
CoRR, 2023

A Multicut Approach to Compute Upper Bounds for Risk-Averse SDDP.
CoRR, 2023

Regularization and Global Optimization in Model-Based Clustering.
CoRR, 2023

2022
MathOptInterface: A Data Structure for Mathematical Optimization Problems.
INFORMS J. Comput., 2022

JuMP 1.0.
CoRR, 2022

BilevelJuMP.jl: Modeling and Solving Bilevel Optimization in Julia.
CoRR, 2022

2021
An Integrated Progressive Hedging and Benders Decomposition with Multiple Master Method to Solve the Brazilian Generation Expansion Problem.
CoRR, 2021

Assessing the Cost of Network Simplifications in Long-Term Hydrothermal Dispatch Planning Models.
CoRR, 2021

Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting.
CoRR, 2021

2020
Multiscale Stochastic Simulation of the US Pacific Northwest Using Distributed Computing and Databases with Integrated Inflow and Variable Renewable Energy.
CoRR, 2020

Application of Progressive Hedging to Var Expansion Planning Under Uncertainty.
CoRR, 2020

2019
Community Detection for Power Systems Network Aggregation Considering Renewable Variability.
CoRR, 2019

Reliability-Constrained Power System Expansion Planning: A Stochastic Risk-Averse Optimization Approach.
CoRR, 2019

Modelling power markets with multi-stage stochastic Nash equilibria.
CoRR, 2019

2017
In-service location of multiple fiber faults in WDM/SCM-PONs with low-frequency stepwise sweep and l1 regularization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

2016
High resolution automatic fault detection in a fiber optic link via photon counting OTDR.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

ℓ1 Adaptive trend filter via fast coordinate descent.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

An optimal polarization tracking algorithm for Lithium-Niobate-based polarization controllers.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2014
A high-dimensional VARX model to simulate monthly renewable energy supply.
Proceedings of the 2014 Power Systems Computation Conference, 2014


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