Przemyslaw Musialski
Associate Professor, Computer Science
- przemyslaw.musialski@njit.edu
- 973-596-2869
- 4407 Guttenberg Information Technologies Center (GITC)
About Me
Przemyslaw Musialski is an Associate Professor of Computer Science at New Jersey Institute of Technology, NJ, USA. His research interests are geometric design, computer graphics, digital fabrication, and machine learning. He develops new algorithmic solutions that help designers create better products directly on the computer, averting the need to manufacture preliminary prototypes.
Before joining NJIT, he headed the Computational Fabrication group at the Center for Geometry and Computational Design (GCD) at Vienna University of Technology (TU Wien) in Austria, where he also was an assistant professor at the Institute of Discrete Mathematics and Geometry. Prior to that, he was a researcher at VRVis Research Center in Vienna, a postdoctoral scholar at Arizona State University, a postdoctoral associate at TU Wien, and a visiting research scientist at KAUST (King Abdullah University of Science and Technology). He obtained the MSc degree in Media Sciences in 2007 from the Bauhaus University Weimar in Germany and the PhD degree in Computer Science in 2010 from the TU Wien in Austria.
Before joining NJIT, he headed the Computational Fabrication group at the Center for Geometry and Computational Design (GCD) at Vienna University of Technology (TU Wien) in Austria, where he also was an assistant professor at the Institute of Discrete Mathematics and Geometry. Prior to that, he was a researcher at VRVis Research Center in Vienna, a postdoctoral scholar at Arizona State University, a postdoctoral associate at TU Wien, and a visiting research scientist at KAUST (King Abdullah University of Science and Technology). He obtained the MSc degree in Media Sciences in 2007 from the Bauhaus University Weimar in Germany and the PhD degree in Computer Science in 2010 from the TU Wien in Austria.
Education
Ph.D.; Vienna University of Technology; Computer Science; 2010
M.S.; Bauhaus University Weimar; Media Sciences; 2007
Website
2026 Fall Courses
CS 726 - INDEPENDENT STUDY II
CS 790A - DOCT DISSERTATION & RES
CS 489 - COMPUTER SCIENCE RESEARCH PROJ
CS 792 - PRE-DOCTORAL RESEARCH
CS 474 - INTRO TO GENAI
CS 700B - MASTER'S PROJECT
CS 474 - INTRO TO GENAI - HONORS
CS 488 - INDEPENDENT STUDY IN CS
CS 701B - MASTER'S THESIS
CS 725 - INDEPENDENT STUDY I
Past Courses
CS 438: INTERACTIVE COMPUTER GRAPHICS
CS 438: PROG INTACTV CMP GRAPHCS
CS 474: INTRODUCTION TO GENERATIVE AI
CS 657: PRINCIPLES OF INTERACTIVE COMPUTER GRAPHICS
CS 675: MACHINE LEARNING
CS 786: SEL TOP IN COM INF SCI II
DS 675: MACHINE LEARNING
Research Interests
His research interests are geometric design, computer graphics, digital fabrication, and machine learning. He develops new algorithmic solutions that help designers create better products directly on the computer, averting the need to manufacture preliminary prototypes.
Conference Paper
"Animated Ink Bleeding with Computational Fluid Dynamics"
ACM SIGGRAPH 2024 Posters, July (3rd Quarter/Summer), 2024.
ACM SIGGRAPH 2024 Posters, July (3rd Quarter/Summer), 2024.
"Neuro-Symbolic Transformation of Architectural Facades into Their Procedural Representations"
ACM SIGGRAPH 2024 Posters, July (3rd Quarter/Summer), 2024.
ACM SIGGRAPH 2024 Posters, July (3rd Quarter/Summer), 2024.
"Layout Enhancer: Generating Good Indoor Layouts from Imperfect Data"
ACM SIGGRAPH Asia 2022 Conference Papers, November, 2022.
ACM SIGGRAPH Asia 2022 Conference Papers, November, 2022.
"Design and Fabrication of Elastic Geodesic Grid Structures"
ACM Symposium on Computational Fabrication, October (4th Quarter/Autumn), 2020.
ACM Symposium on Computational Fabrication, October (4th Quarter/Autumn), 2020.
"Reduced-Order Simulation of Flexible Meta-Materials"
ACM Symposium on Computational Fabrication, October (4th Quarter/Autumn), 2020.
ACM Symposium on Computational Fabrication, October (4th Quarter/Autumn), 2020.
"Simulation of Flexible Patterns by Structural Simplification"
ACM SIGGRAPH '20: ACM SIGGRAPH 2020 Posters, July (3rd Quarter/Summer), 2020.
ACM SIGGRAPH '20: ACM SIGGRAPH 2020 Posters, July (3rd Quarter/Summer), 2020.
"Relation-based parametrization and exploration of shape collections"
ACM SIGGRAPH 2016 Posters on - SIGGRAPH '16, 2016.
ACM SIGGRAPH 2016 Posters on - SIGGRAPH '16, 2016.
"Optimization of natural frequencies for fabrication-aware shape modeling"
ACM SIGGRAPH 2015 Posters on - SIGGRAPH '15, July (3rd Quarter/Summer), 2015.
ACM SIGGRAPH 2015 Posters on - SIGGRAPH '15, July (3rd Quarter/Summer), 2015.
"Sampling Gabor Noise in the Spatial Domain"
ACM Proceedings of the 30th Spring Conference on Computer Graphics - SCCG '14, 2014.
ACM Proceedings of the 30th Spring Conference on Computer Graphics - SCCG '14, 2014.
"Inverse-Procedural Methods for Urban Models"
Eurographics Proc. of 1st Eurographics Workshop on Urban Data Modelling and Visualisation, 2013.
Eurographics Proc. of 1st Eurographics Workshop on Urban Data Modelling and Visualisation, 2013.
"Non-Sampled Anti-Aliasing"
Eurographics 18th International Workshop on Vision, Modeling and Visualization (VMV 2013), 2013.
Eurographics 18th International Workshop on Vision, Modeling and Visualization (VMV 2013), 2013.
"Seamless Texturing of Archaeological Data"
IEEE 2013 Digital Heritage International Congress (DigitalHeritage), October (4th Quarter/Autumn), 2013.
IEEE 2013 Digital Heritage International Congress (DigitalHeritage), October (4th Quarter/Autumn), 2013.
"A Survey of Urban Reconstruction"
EUROGRAPHICS 2012 - State of the Art Reports, 2012.
EUROGRAPHICS 2012 - State of the Art Reports, 2012.
"A Device-aware Spatial 3D Visualization Platform for Mobile Urban Exploration"
IARIA The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2010), 2010.
IARIA The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2010), 2010.
"Interactive Multi-View Facade Image Editing"
Eurographics Workshop on Vision, Modeling, and Visualization (VMV), 2010.
Eurographics Workshop on Vision, Modeling, and Visualization (VMV), 2010.
"Tiling of Ortho-Rectified Facade Images"
ACM Proceedings of the 26th Spring Conference on Computer Graphics - SCCG '10, May, 2010.
ACM Proceedings of the 26th Spring Conference on Computer Graphics - SCCG '10, May, 2010.
"Symmetry-Based Facade Repair"
DNB Workshop on Vision, Modeling, and Visualization (VMV), 2009.
DNB Workshop on Vision, Modeling, and Visualization (VMV), 2009.
"Tensor Completion for Estimating Missing Values in Visual Data"
IEEE 12th International Conference on Computer Vision 2009, September, 2009.
IEEE 12th International Conference on Computer Vision 2009, September, 2009.
"A Lightweight 3D Visualization Approach for Mobile City Exploration"
First International Workshop on Trends in Pervasive and Ubiquitous Geotechnology and Geoinformation GIScience conference (TIPUGG'08), 2008.
First International Workshop on Trends in Pervasive and Ubiquitous Geotechnology and Geoinformation GIScience conference (TIPUGG'08), 2008.
"Multiresolution Geometric Details on Subdivision Surfaces"
ACM Proceedings of the 5th international conference on Computer graphics and interactive techniques in Australia and Southeast Asia - GRAPHITE '07, 2007.
ACM Proceedings of the 5th international conference on Computer graphics and interactive techniques in Australia and Southeast Asia - GRAPHITE '07, 2007.
"Smooth Subdivision Surfaces over Multiple Meshes"
15th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG'07), 2007.
15th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG'07), 2007.
"Real Time Simulation of Elastic Latex Hand Puppets"
14th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG'06), February, 2006.
14th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG'06), February, 2006.
"A System for Modelling in Three-Dimensional Discrete Space"
Discrete Geometry for Computer Imagery (DCGI 2003), 2003.
Discrete Geometry for Computer Imagery (DCGI 2003), 2003.
Journal Article
Stefan Pillwein, Przemyslaw Musialski. 2021. "Generalized Deployable Elastic Geodesic Grids." ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2021), vol. 40, no. 6, pp. 271:1--271:15.
Kurt Leimer, Przemyslaw Musialski. 2021. "Analysis of a reduced-order model for the simulation of elastic geometric zigzag-spring meta-materials." Computers & Graphics.
Stefan Pillwein, Johanna Kübert, Florian Rist, Przemyslaw Musialski. 2021. "Design and fabrication of multi-patch elastic geodesic grid structures." Computers & Graphics, vol. 98, pp. 218--230.
Stefan Pillwein, Kurt Leimer, Michael Birsak, Przemyslaw Musialski. 2020. "On Elastic Geodesic Grids and Their Planar to Spatial Deployment." ACM Transactions on Graphics (Proc. SIGGRAPH 2020), vol. 39, no. 4, pp. 125:1--125:12.
Kurt Leimer, Andreas Winkler, Stefan Ohrhallinger, Przemyslaw Musialski. 2020. "Pose to Seat: Automated Design of Body-Supporting Surfaces." Computer Aided Geometric Design, vol. 79, no. 101855.
Kurt Leimer, Michael Birsak, Florian Rist, Przemyslaw Musialski. 2018. "Sit & Relax: Interactive Design of Body-Supporting Surfaces." Computer Graphics Forum (Proc. PG2018), vol. 37, no. 7, pp. 349--359.
Michael Birsak, Przemyslaw Musialski, Peter Wonka, Michael Wimmer. 2018. "Dynamic Path Exploration on Mobile Devices." IEEE Transactions on Visualization and Computer Graphics, vol. 24, no. 28371779, pp. 1784--1798.
Michael Birsak, Florian Rist, Peter Wonka, Przemyslaw Musialski. 2018. "String Art: Towards Computational Fabrication of String Images." Computer Graphics Forum (Proc. EUROGRAPHICS 2018), vol. 37, no. 2, pp. 263--274.
Bernhard Steiner, Elham Mousavian, Fatemeh M. Saradj, Michael Wimmer, Przemyslaw Musialski. 2017. "Integrated Structural-Architectural Design for Interactive Planning." Computer Graphics Forum, vol. 36, no. 8, pp. 80--94.
Kurt Leimer, Lukas Gersthofer, Michael Wimmer, Przemyslaw Musialski. 2017. "Relation-based parametrization and exploration of shape collections." Computers & Graphics, vol. 67, pp. 127--137.
Przemyslaw Musialski, Christian Hafner, Florian Rist, Michael Birsak, Michael Wimmer, Leif Kobbelt. 2016. "Non-linear shape optimization using local subspace projections." ACM Transactions on Graphics (Proc. SIGGRAPH 2016), vol. 35, no. 4, pp. 87:1----87:13.
Przemyslaw Musialski, Thomas Auzinger, Michael Birsak, Michael Wimmer, Leif Kobbelt. 2015. "Reduced-order shape optimization using offset surfaces." ACM Transactions on Graphics (Proc. SIGGRAPH 2015), vol. 34, no. 4, pp. 102:1--102:9.
Martin Ilcik, Przemyslaw Musialski, Thomas Auzinger, Michael Wimmer. 2015. "Layer-Based Procedural Design of Facades." Computer Graphics Forum (Proc. EUROGRAPHICS 2015), vol. 34, no. 2, pp. 205--216.
Lubin Fan, Przemyslaw Musialski, Ligang Liu, Peter Wonka. 2014. "Structure Completion for Facade Layouts." ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2014), vol. 33, no. 6, pp. 210:1--210:11.
Michael Birsak, Przemyslaw Musialski, Peter Wonka, Michael Wimmer. 2014. "Automatic Generation of Tourist Brochures." Computer Graphics Forum (Proc. EUROGRAPHICS 2014), vol. 33, no. 2, pp. 449--458.
Przemyslaw Musialski, Peter Wonka, Daniel G. Aliaga, Michael Wimmer, Luc van Gool, Werner Purgathofer. 2013. "A Survey of Urban Reconstruction." Computer Graphics Forum, vol. 32, no. 6, pp. 146--177.
Ji Liu, Przemyslaw Musialski, Peter Wonka, Jieping Ye. 2013. "Tensor Completion for Estimating Missing Values in Visual Data." IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 1, pp. 208--20.
Przemyslaw Musialski, Ming Cui, Jieping Ye, Anshuman Razdan, Peter Wonka. 2012. "A Framework for Interactive Image Color Editing." The Visual Computer, vol. 29, no. 11, pp. 1173--1186.
Przemyslaw Musialski, Michael Wimmer, Peter Wonka. 2012. "Interactive Coherence-Based Facade Modeling." Computer Graphics Forum (Proc. EUROGRAPHICS 2012), vol. 31, no. 2, pp. 661--670.
Matthias Baldauf, Peter Fröhlich, , Przemyslaw Musialski. 2008. "Integrating User-Generated Content and Pervasive Communications - WikiVienna: Community-Based City Reconstruction." IEEE Pervasive Computing, vol. 7, no. 4, pp. 58--61.
Professional
Computer Graphics Forum (CGF) by Eurographics Association and John Wiley & Sons Ltd.
Member, Editorial/Advisory Board for Journal/Book Series (ongoing), 2021
EUROGRAPHICS 2025 - IPC for Technical Papers
Committee Member, 2024
Elsevier Computer Aided Design Journal
Peer Reviewer, Journal, 2024
Elsevier Expert Systems With Applications Journal
Peer Reviewer, Journal, 2024
ACM SIGGRAPH Asia 2024 Technical Papers
Reviewer, Conference Paper, 2024
EG Symposium on Geometry Processing (SGP 2024) - IPC for Technical Papers
Committee Member, 2024
Elsevier Computers and Graphics Journal
Peer Reviewer, Journal, 2024
SMA Conference on Geometric and Physical Modeling (SPM 24) - IPC for Technical Papers
Committee Member, 2024
ACM SIGGRAPH 2024 Technical Papers
Reviewer, Conference Paper, 2024
Eurographics 2024 Conference Technical Papers
Reviewer, Conference Paper, 2023
Pacific Graphics 2023 Full Papers IPC for Technical Papers
Committee Member, 2023
EG Symposium on Geometry Processing (SGP 2023) - IPC for Technical Papers
Committee Member, 2023
SMA Conference on Geometric and Physical Modeling (SPM 23) - IPC for Technical Papers
Committee Member, 2023
ACM SIGGRAPH 2023 Technical Papers
Reviewer, Conference Paper, 2023
ACM SIGGRAPH Asia 2022 Technical Papers
Reviewer, Conference Paper, 2022
EG Symposium on Geometry Processing (SGP 2022) - IPC for Technical Papers
Committee Member, 2022
SIAM Conference on Geometric and Physical Modeling (SPM 22) - IPC for Technical Papers
Committee Member, 2022
EUROGRAPHICS 2022 - IPC for Technical Papers
Committee Member, 2021
ACM SIGGRAPH Asia 2021 Technical Papers Committee
Committee Member, 2021
EG Symposium on Geometry Processing (SGP 2021) - IPC for Technical Papers
Committee Member, 2021
SIAM Conference on Geometric and Physical Modeling (GD/SPM21) - IPC for Technical Papers
Committee Member, 2021
EUROGRAPHICS 2021 - IPC for Technical Papers
Committee Member, 2020
EG Symposium on Geometry Processing (SGP 2020) - IPC for Technical Papers
Committee Member, 2020
EG Symposium on Geometry Processing (SGP 2019) - IPC for Technical Papers
Committee Member, 2019
EUROGRAPHICS 2017 - Best Paper Award Committee
Committee Member, 2017
EUROGRAPHICS 2017 - IPC for Technical Papers
Committee Member, 2016
EUROGRAPHICS 2015 - IPC for Technical Papers
Committee Member, 2014