Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Valencia (89)

2024

  1. Algorithm 1039: Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM

    ACM Transactions on Mathematical Software, Vol. 50, Núm. 1

  2. Automatic generation of ARM NEON micro-kernels for matrix multiplication

    Journal of Supercomputing, Vol. 80, Núm. 10, pp. 13873-13899

  3. Building uncertainty-aware mathematical models based on evidence from datasets using grammatical evolution optimization techniques: the case of the obesity dynamics

    Computational and Applied Mathematics, Vol. 43, Núm. 8

  4. Check-Agnosia based Post-Processor for Message-Passing Decoding of Quantum LDPC Codes

    Quantum, Vol. 8

  5. Experiences with nested parallelism in task-parallel applications using malleable BLAS on multicore processors

    International Journal of High Performance Computing Applications, Vol. 38, Núm. 2, pp. 55-68

  6. Inference with Transformer Encoders on ARM and RISC-V Multicore Processors

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Parallel GEMM-based convolutions for deep learning on multicore ARM and RISC-V architectures

    Journal of Systems Architecture, Vol. 153

2023

  1. A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption

    Applied Soft Computing, Vol. 143

  2. Automatic Generation of Micro-kernels for Performance Portability of Matrix Multiplication on RISC-V Vector Processors

    ACM International Conference Proceeding Series

  3. Fine-grain task-parallel algorithms for matrix factorizations and inversion on many-threaded CPUs

    Concurrency and Computation: Practice and Experience

  4. Layered Decoding of Quantum LDPC Codes

    2023 12th International Symposium on Topics in Coding, ISTC 2023

  5. Micro-kernels for portable and efficient matrix multiplication in deep learning

    Journal of Supercomputing, Vol. 79, Núm. 7, pp. 8124-8147

  6. Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

  7. Programming parallel dense matrix factorizations and inversion for new-generation NUMA architectures

    Journal of Parallel and Distributed Computing, Vol. 175, pp. 51-65

  8. Soft syndrome iterative decoding of quantum LDPC codes and hardware architectures

    EPJ Quantum Technology, Vol. 10, Núm. 1

2022

  1. Anatomy of the BLIS Family of Algorithms for Matrix Multiplication

    Proceedings - 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2022

  2. Approaching Epistemic and Aleatoric uncertainty with Evolutionary Optimization: Examples and Challenges

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  3. Evolutionary Approach to Model Calibration with Uncertainty: An Application to Breast Cancer Growth Model

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  4. NUMA-Aware Dense Matrix Factorizations and Inversion with Look-Ahead on Multicore Processors

    Proceedings - Symposium on Computer Architecture and High Performance Computing

  5. Novel methodological and computational techniques for uncertainty quantification in diabetes short-term management models using real data

    International Journal of Computer Mathematics