Agent-based parallel system for numerical computations. - Marcin Sieniek; Piotr Gurgul; Pawel Kolodziejczyk; Maciej Paszynski (ICCS, 2010)

Application of Agent-based Approach for Multiscale hp-adaptive Finite Element Method. - Marcin Sieniek; Piotr Gurgul; Maciej Paszynski (CISIS, 2011)

Agent-oriented image processing with the hp-adaptive projection-based interpolation operator. - Marcin Sieniek; Piotr Gurgul; Marcin Skotniczny; Krzysztof Magiera; Maciej Paszynski (ICCS, 2011)

Agent-based Algorithm for Spatial Distribution of Objects. - Nathan O. Collier; Marcin Sieniek (ICCS, 2012)

Employing an Adaptive Projection-Based Interpolation to Prepare Discontinuous 3D Material Data for Finite Element Analysis. - Damian Goik; Marcin Sieniek; Maciej Paszynski; Lukasz Madej (ICCS, 2013)

Two-dimensional HP-adaptive Algorithm for Continuous Approximations of Material Data Using Space Projection. - Piotr Gurgul; Marcin Sieniek; Maciej Paszynski; Lukasz Madej; Nathan O. Collier (Comput. Sci., 2013)

Application of multi-agent paradigm to hp-adaptive projection-based interpolation operator. - Piotr Gurgul; Marcin Sieniek; Krzysztof Magiera; Marcin Skotniczny (J. Comput. Sci., 2013)

Hypergraph Grammar based Adaptive Linear Computational Cost Projection Solvers for Two and Three Dimensional Modeling of Brain. - Damian Goik; Marcin Sieniek; Maciej Wozniak; Anna Paszynska; Maciej Paszynski (ICCS, 2014)

Fast Graph Transformation based Direct Solver Algorithm for Regular Three Dimensional Grids. - Marcin Sieniek (ICCS, 2014)

Fully Automatic 2D hp-adaptive Finite Element Method for Non-stationary Heat Transfer. - Pawel Jerzy Matuszyk; Marcin Sieniek; Maciej Paszynski (ICCS, 2015)

Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part I. - Iwona Ryszka; Anna Paszynska; Ewa Grabska; Marcin Sieniek; Maciej Paszynski (Fundam. Informaticae, 2015)

Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part II. - Iwona Ryszka; Anna Paszynska; Ewa Grabska; Marcin Sieniek; Maciej Paszynski (Fundam. Informaticae, 2015)

Quasi-linear computational cost adaptive solvers for three dimensional modeling of heating of a human head induced by cell phone. - Robert Schaefer; Marcin Los; Marcin Sieniek; Leszek F. Demkowicz; Maciej Paszynski (J. Comput. Sci., 2015)

Supervised Transfer Learning at Scale for Medical Imaging. - Basil Mustafa; Aaron Loh; Jan Freyberg; Patricia MacWilliams; Megan Wilson; Scott Mayer McKinney; Marcin Sieniek; Jim Winkens; Yuan Liu; Peggy Bui; Shruthi Prabhakara; Umesh Telang; et al. (CoRR, 2021)

AI system for fetal ultrasound in low-resource settings. - Ryan G. Gomes; Bellington Vwalika; Chace Lee; Angelica Willis; Marcin Sieniek; Joan T. Price; Christina Chen; Margaret P. Kasaro; James A. Taylor 003; Elizabeth M. Stringer; Scott Mayer McKinney; Ntazana Sindano; et al. (CoRR, 2022)

Enabling faster and more reliable sonographic assessment of gestational age through machine learning. - Chace Lee; Angelica Willis; Christina Chen; Marcin Sieniek; Akib Uddin; Jonny Wong; Rory Pilgrim; Katherine Chou; Daniel Tse; Shravya Shetty; Ryan G. Gomes (CoRR, 2022)

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders. - Shawn Xu; Lin Yang; Christopher Kelly; Marcin Sieniek; Timo Kohlberger; Martin Ma; Wei-Hung Weng; Attila Kiraly; Sahar Kazemzadeh; Zakkai Melamed; Jungyeon Park; Patricia Strachan; et al. (CoRR, 2023)

General Geospatial Inference with a Population Dynamics Foundation Model. - Mohit Agarwal; Mimi Sun; Chaitanya Kamath; Arbaaz Muslim; Prithul Sarker; Joydeep Paul; Hector Yee; Marcin Sieniek; Kim Philipp Jablonski; Yael Mayer; David Fork; Sheila de Guia; et al. (CoRR, 2024)