Amanda S. Dufek

According to our database, Amanda S. Dufek authored at least 11 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Accelerating Bilevel Optimization With Hierarchical Many-Threaded Parallel Differential Evolution.

Amanda S. Dufek, Jaqueline S. Angelo, Douglas Adriano Augusto, Helio J. C. Barbosa

IEEE Trans. Evol. Comput., April, 2026

2024

Optimizing MILC-Dslash Performance on NVIDIA A100 GPU: Parallel Strategies using SYCL.

Amanda S. Dufek, Steven A. Gottlieb, Muaaz Gul Awan, Douglas Adriano Augusto, Jack Deslippe, Brandon Cook

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

2023

Standardizing complex numbers in SYCL.

Thomas Applencourt, Brice Videau, Jefferson Le Quellec, Amanda S. Dufek, Kevin Harms, Nevin Liber, Bryce Allen, Aiden Belton-Schure

Proceedings of the 2023 International Workshop on OpenCL, 2023

2021

An Extended Roofline Performance Model with PCI-E and Network Ceilings.

Amanda S. Dufek, Jack R. Deslippe, Paul T. Lin, Charlene J. Yang, Brandon G. Cook, Jonathan Madsen

Proceedings of the 2021 International Workshop on Performance Modeling, 2021

Case Study of Using Kokkos and SYCL as Performance-Portable Frameworks for Milc-Dslash Benchmark on NVIDIA, AMD and Intel GPUs.

Amanda S. Dufek, Rahulkumar Gayatri, Neil A. Mehta, Douglas Doerfler, Brandon Cook, Yasaman Ghadar, Carleton DeTar

Proceedings of the International Workshop on Performance, 2021

An efficient fault-tolerant communication algorithm for population-based metaheuristics.

Amanda S. Dufek, Douglas Adriano Augusto, Helio J. C. Barbosa, Pedro L. S. Dias, Jack R. Deslippe

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms.

Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa

Appl. Soft Comput., 2020

2018

Multi- and Many-Threaded Heterogeneous Parallel Grammatical Evolution.

Amanda Sabatini Dufek, Douglas Adriano Augusto, Helio José Corrêa Barbosa, Pedro Leite da Silva Dias

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Application of evolutionary computation on ensemble forecast of quantitative precipitation.

Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa

Comput. Geosci., 2017

2015

Aplicação da computação evolutiva na previsão quantitativa de chuva por conjunto

Amanda Sabatini Dufek

PhD thesis, 2015

2013

Evaluating the feasibility of grammar-based GP in combining meteorological forecast models.

Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio José Corrêa Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2013