Joaquim Dias Garcia

31 papers Journal 25Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A General and Streamlined Differentiable Optimization Framework. CoRR Andrew W. Rosemberg, Joaquim Dias Garcia, François Pacaud, Robert B. Parker, Benoît Legat, Kaarthik Sundar, Russell Bent, Pascal Van Hentenryck
2025	J	`jnl`	Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting. Oper. Res. Joaquim Dias Garcia, Alexandre Street, Tito Homem-de-Mello, Francisco D. Muñoz
2025	J	`jnl`	Sobolev Training of End-to-End Optimization Proxies. CoRR Andrew W. Rosemberg, Joaquim Dias Garcia, Russell Bent, Pascal Van Hentenryck
2024	J	`jnl`	<tt>BilevelJuMP.jl: </tt> Modeling and Solving Bilevel Optimization Problems in Julia. INFORMS J. Comput. Joaquim Dias Garcia, Guilherme Bodin, Alexandre Street
2024	J	`jnl`	Assessing the Optimistic Bias in the Natural Inflow Forecasts: A Call for Model Monitoring in Brazil. CoRR Arthur Brigatto, Alexandre Street, Cristiano Fernandes, Davi Michel Valladão, Guilherme Bodin, Joaquim Dias Garcia
2024	J	`jnl`	Flexible Differentiable Optimization via Model Transformations. INFORMS J. Comput. Mathieu Besançon, Joaquim Dias Garcia, Benoît Legat, Akshay Sharma
2024	J	`jnl`	Long-term Hydrothermal Bid-based Market Simulator. CoRR Joaquim Dias Garcia, Alexandre Street, Mario Veiga Pereira
2024	J	`jnl`	Regularization and optimization in model-based clustering. Pattern Recognit. Raphael Araujo Sampaio, Joaquim Dias Garcia, Marcus Poggi, Thibaut Vidal
2023	J	`jnl`	A Multicut Approach to Compute Upper Bounds for Risk-Averse SDDP. CoRR Joaquim Dias Garcia, Iago Leal, Raphael Chabar, Mario Veiga Pereira
2023	J	`jnl`	JuMP 1.0: recent improvements to a modeling language for mathematical optimization. Math. Program. Comput. Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2023	J	`jnl`	Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks. CoRR Andrew W. Rosemberg, Mathieu Tanneau, Bruno Fanzeres, Joaquim Dias Garcia, Pascal Van Hentenryck
2023	J	`jnl`	Regularization and Global Optimization in Model-Based Clustering. CoRR Raphael Araujo Sampaio, Joaquim Dias Garcia, Marcus Poggi, Thibaut Vidal
2022	J	`jnl`	BilevelJuMP.jl: Modeling and Solving Bilevel Optimization in Julia. CoRR Joaquim Dias Garcia, Guilherme Bodin, Alexandre Street
2022	J	`jnl`	Flexible Differentiable Optimization via Model Transformations. CoRR Akshay Sharma, Mathieu Besançon, Joaquim Dias Garcia, Benoît Legat
2022	J	`jnl`	JuMP 1.0. CoRR Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2022	J	`jnl`	MathOptInterface: A Data Structure for Mathematical Optimization Problems. INFORMS J. Comput. Benoît Legat, Oscar Dowson, Joaquim Dias Garcia, Miles Lubin
2021	J	`jnl`	An Integrated Progressive Hedging and Benders Decomposition with Multiple Master Method to Solve the Brazilian Generation Expansion Problem. CoRR Alessandro Soares, Alexandre Street, Tiago Andrade, Joaquim Dias Garcia
2021	J	`jnl`	Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting. CoRR Joaquim Dias Garcia, Alexandre Street, Tito Homem-de-Mello, Francisco D. Muñoz
2021	J	`jnl`	Assessing the Cost of Network Simplifications in Long-Term Hydrothermal Dispatch Planning Models. CoRR Andrew W. Rosemberg, Alexandre Street, Joaquim Dias Garcia, Davi Michel Valladão, Thuener Silva, Oscar Dowson
2020	J	`jnl`	Application of Progressive Hedging to Var Expansion Planning Under Uncertainty. CoRR Igor Carvalho, Tiago Andrade, Joaquim Dias Garcia, Maria de Lujan Latorre
2020	J	`jnl`	Multiscale Stochastic Simulation of the US Pacific Northwest Using Distributed Computing and Databases with Integrated Inflow and Variable Renewable Energy. CoRR Joaquim Dias Garcia, Guilherme Machado, André Dias, Gerson Couto Oliveira, John Ollis, John Fazio, Daniel Hua
2019	J	`jnl`	Community Detection for Power Systems Network Aggregation Considering Renewable Variability. CoRR Raphael Araujo Sampaio, Gerson Couto Oliveira, Luiz Carlos da Costa Jr., Joaquim Dias Garcia
2019	J	`jnl`	Modelling power markets with multi-stage stochastic Nash equilibria. CoRR Joaquim Dias Garcia, Raphael Chabar
2019	J	`jnl`	Reliability-Constrained Power System Expansion Planning: A Stochastic Risk-Averse Optimization Approach. CoRR Luiz Carlos da Costa Jr., Fernanda Souza Thomé, Joaquim Dias Garcia, Mario V. F. Pereira
2017	—	`conf`	Fast Polarization Switch for Polarization-based Quantum Communication. PHOTOPTICS Vinicius Lima, Gustavo C. Amaral, Felipe Calliari, Guilherme P. Temporão, Jean Pierre von der Weid, Joaquim Dias Garcia, João Pedro Garcia
2017	—	`conf`	In-service location of multiple fiber faults in WDM/SCM-PONs with low-frequency stepwise sweep and l1 regularization. OFC Gustavo C. Amaral, Joaquim Dias Garcia, Bruno Fanzeres, Patryk J. Urban, Jean Pierre von der Weid
2016	J	`jnl`	An Optimal Polarization Tracking Algorithm for Lithium-Niobate-based Polarization Controllers. CoRR Joaquim Dias Garcia, Gustavo C. Amaral
2016	—	`conf`	An optimal polarization tracking algorithm for Lithium-Niobate-based polarization controllers. SAM Joaquim Dias Garcia, Gustavo C. Amaral
2016	—	`conf`	High resolution automatic fault detection in a fiber optic link via photon counting OTDR. OFC Luis E. Y. Herrera, Felipe Calliari, Joaquim Dias Garcia, Gustavo C. Amaral, Jean Pierre von der Weid
2016	—	`conf`	ℓ1 Adaptive trend filter via fast coordinate descent. SAM Mario Souto, Joaquim Dias Garcia, Gustavo C. Amaral
2014	—	`conf`	A high-dimensional VARX model to simulate monthly renewable energy supply. PSCC Mario Souto, Alexandre Moreira, Álvaro Veiga, Alexandre Street, Joaquim Dias Garcia, Camila Epprecht