Marcin Sieniek

According to our database, Marcin Sieniek authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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, Jamie McPike, Adam Boulanger, Tomer Shekel, David Schottlander, Yao Xiao, Manjit Chakravarthy Manukonda, Yun Liu, Neslihan Bulut, Sami Abu-el-haija, Arno Eigenwillig, Parth Kothari, Bryan Perozzi, Monica Bharel, Von Nguyen, Luke Barrington, Niv Efron, Yossi Matias, Greg Corrado, Krish Eswaran, Shruthi Prabhakara, Shravya Shetty, Gautam Prasad

CoRR, 2024

2023

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, Yun Liu, Chuck Lau, Preeti Singh, Christina Chen, Mozziyar Etemadi, Sreenivasa Raju Kalidindi, Yossi Matias, Katherine Chou, Gregory S. Corrado, Shravya Shetty, Daniel Tse, Shruthi Prabhakara, Daniel Golden, Rory Pilgrim, Krish Eswaran, Andrew Sellergren

CoRR, 2023

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

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, Elizabeth M. Stringer, Scott Mayer McKinney, Ntazana Sindano, George E. Dahl, William Goodnight III, Justin Gilmer, Benjamin H. Chi, Charles Lau, Terry Spitz, T. Saensuksopa, Kris Liu, Jonny Wong, Rory Pilgrim, Akib Uddin, Greg Corrado, Lily Peng, Katherine Chou, Daniel Tse, Jeffrey S. A. Stringer, Shravya Shetty

CoRR, 2022

2021

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, Alan Karthikesalingam, Neil Houlsby, Vivek Natarajan

CoRR, 2021

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

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

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

Fully Automatic 2D hp-adaptive Finite Element Method for Non-stationary Heat Transfer.

Pawel Jerzy Matuszyk, Marcin Sieniek, Maciej Paszynski

Proceedings of the International Conference on Computational Science, 2015

2014

Fast Graph Transformation based Direct Solver Algorithm for Regular Three Dimensional Grids.

Marcin Sieniek

Proceedings of the International Conference on Computational Science, 2014

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

Proceedings of the International Conference on Computational Science, 2014

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

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

Employing an Adaptive Projection-Based Interpolation to Prepare Discontinuous 3D Material Data for Finite Element Analysis.

Damian Goik, Marcin Sieniek, Maciej Paszynski, Lukasz Madej

Proceedings of the International Conference on Computational Science, 2013

2012

Agent-based Algorithm for Spatial Distribution of Objects.

Nathan O. Collier, Marcin Sieniek

Proceedings of the International Conference on Computational Science, 2012

2011

Agent-oriented image processing with the hp-adaptive projection-based interpolation operator.

Marcin Sieniek, Piotr Gurgul, Marcin Skotniczny, Krzysztof Magiera, Maciej Paszynski

Proceedings of the International Conference on Computational Science, 2011

Application of Agent-based Approach for Multiscale hp-adaptive Finite Element Method.

Marcin Sieniek, Piotr Gurgul, Maciej Paszynski

Proceedings of the International Conference on Complex, 2011

2010

Agent-based parallel system for numerical computations.

Marcin Sieniek, Piotr Gurgul, Pawel Kolodziejczyk, Maciej Paszynski

Proceedings of the International Conference on Computational Science, 2010