ReconMap: an interactive visualization of human metabolism. - Alberto Noronha; Anna Dröfn Daníelsdóttir; Piotr Gawron; Freyr Jóhannsson; Soffía Jónsdóttir; Sindri Jarlsson; Jón Pétur Gunnarsson; Sigurður Brynjólfsson; Reinhard Schneider 002; Ines Thiele; Ronan M. T. Fleming (Bioinform., 2017)

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome. - Chadi Barakat; Sebastian Johannes Fritsch; Morris Riedel; Sigurður Brynjólfsson (MIPRO, 2021)

Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommenders. - Chadi Barakat; Morris Riedel; Sigurður Brynjólfsson; Gabriele Cavallaro; J. Busch; Rocco Sedona (MIPRO, 2021)

Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS). - Chadi Barakat; Sebastian Johannes Fritsch; Konstantin Sharafutdinov; G. Ingólfsson; Andreas Schuppert; Sigurður Brynjólfsson; Morris Riedel (MIPRO, 2022)

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC. - Morris Riedel; Chadi Barakat; Sebastian Johannes Fritsch; Marcel Aach; J. Busch; Andreas Lintermann; Andreas Schuppert; Sigurður Brynjólfsson; Helmut Neukirchen; Matthias Book (MIPRO, 2023)

A Hybrid Controller Integrating Finite-State Impedance and Electromyography-Driven Musculoskeletal Model for Robotic Active Ankle Prostheses: A Case Study. - Mohamed Abdelbar; Atli Örn Sverrisson; Kristín Briem; Christophe Lecomte; Sigurður Brynjólfsson (IEEE Access, 2024)

Comparative Study of Muscle Utilization in a Hybrid Controller Integrating Finite-State Impedance and Electromyography-Driven Musculoskeletal Model for Robotic Ankle Prostheses: A Case Study. - Mohamed Abdelbar; Atli Örn Sverrisson; Kristín Briem; Christophe Lecomte; Sigurður Brynjólfsson (SII, 2025)