Distributed Out-of-Memory SVD on CPU/GPU Architectures. - Ismael Boureima; Manish Bhattarai; Maksim Ekin Eren; Nick Solovyev 001; Hristo N. Djidjev; Boian S. Alexandrov (HPEC, 2022)

Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data. - Ismael Boureima; Manish Bhattarai; Maksim Ekin Eren; Erik Skau; Philip Romero; Stephan J. Eidenbenz; Boian S. Alexandrov (CoRR, 2022)

Dynamic calibration of differential equations using machine learning, with application to turbulence models. - Ismael Boureima; Vitaliy Gyrya; Juan A. Saenz; Susan Kurien; Marianne M. Francois (J. Comput. Phys., 2022)

Tensor Networks for Solving Realistic Time-independent Boltzmann Neutron Transport Equation. - Duc P. Truong; Mario I. Ortega; Ismael Boureima; Gianmarco Manzini; Kim Ø. Rasmussen; Boian S. Alexandrov (CoRR, 2023)

Distributed non-negative RESCAL with automatic model selection for exascale data. - Manish Bhattarai; Namita Kharat; Ismael Boureima; Erik Skau; Benjamin T. Nebgen; Hristo N. Djidjev; Sanjay V. Rajopadhye; James P. Smith; Boian S. Alexandrov (J. Parallel Distributed Comput., 2023)

Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection. - Ryan Barron; Maksim Ekin Eren; Manish Bhattarai; Ismael Boureima; Cynthia Matuszek; Boian S. Alexandrov (HPEC, 2024)

Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs. - Afia Anjum; Maksim Ekin Eren; Ismael Boureima; Boian S. Alexandrov; Manish Bhattarai (ICMLA, 2024)

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning. - Manish Bhattarai; Ryan Barron; Maksim Ekin Eren; Minh Vu; Ves Grantcharov; Ismael Boureima; Valentin G. Stanev; Cynthia Matuszek; Vladimir I. Valtchinov; Kim Ø. Rasmussen; Boian S. Alexandrov (CoRR, 2024)

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation. - Manish Bhattarai; Minh Vu; Javier E. Santos; Ismael Boureima; Daniel O'Malley (CoRR, 2024)

Tensor networks for solving the time-independent Boltzmann neutron transport equation. - Duc P. Truong; Mario I. Ortega; Ismael Boureima; Gianmarco Manzini; Kim Ø. Rasmussen; Boian S. Alexandrov (J. Comput. Phys., 2024)

Distributed out-of-memory NMF on CPU/GPU architectures. - Ismael Boureima; Manish Bhattarai; Maksim Ekin Eren; Erik Skau; Philip Romero; Stephan J. Eidenbenz; Boian S. Alexandrov (J. Supercomput., 2024)

Correction to: Distributed out-of-memory NMF on CPU/GPU architectures. - Ismael Boureima; Manish Bhattarai; Maksim Ekin Eren; Erik Skau; Philip Romero; Stephan J. Eidenbenz; Boian S. Alexandrov (J. Supercomput., 2024)

Tensor-train WENO scheme for compressible flows. - Mustafa Engin Danis; Duc P. Truong; Ismael Boureima; Oleg Korobkin; Kim Ø. Rasmussen; Boian S. Alexandrov (J. Comput. Phys., 2025)