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2022

A BF16 FMA is All You Need for DNN Training

IEEE Transactions on Emerging Topics in Computing

J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
ecoHMEM: Improving Object Placement Methodology for Hybrid Memory Systems in HPC

IEEE International Conference on Cluster Computing (CLUSTER)

M. Jorda, S. Rai, E. Ayguadé, J. Labarta, and A. J. Pena
FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats

2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)

J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
Task-based Acceleration of Bidirectional Recurrent Neural Networks on Multi-core Architectures

2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

R. Sharma, and M. Casas
Communication-aware Sparse Patterns for the Factorized Approximate Inverse Preconditioner

Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing (HPDC '22)

S. Laut, M. Casas, and R. Borrell
A Generator of Numerically-Tailored and High-Throughput Accelerators for Batched GEMMs

2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)

L. Ledoux, and M. Casas
Validation and Sensitivity analysis for a nasal spray deposition computational model

International Journal of Pharmaceutics

H. Calmet, D. Oks, A. Santiago, G. Houzeaux, B. Haut, J. Goole, and P. Lambert
Validating NEUTRO, a deterministic finite element neutron transport solver for fusion applications, with literature tests, experimental benchmarks and other neutronic codes

Plasma Physics and Controlled Fusion

E. Goldberg, M. Circuns i Duxans, O. Ortega Gelabert, M. J. Mantsinen, and A. Soba
ExTRI: Extraction of transcription regulation interactions from literature

Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms

M. Vazquez, M. Krallinger, F. Leitner, M. Kuiper, A. Valencia, and A. Laegreid
Lecture Notes in Computer ScienceAdvances in Information RetrievalBioASQ at CLEF2022: The Tenth Edition of the Large-scale Biomedical Semantic Indexing and Question Answering Challenge

A. Nentidis, A. Krithara, G. Paliouras, L. Gasco, and M. Krallinger

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