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Publications

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Large-Scale 3D Infant Face Model

T. Schnabel, Y. Lill, B. Benitez, P. Nalabothu, P. Metzler, A. Müller, M. Gross, B. Gözcü, B. Solenthaler. Provisionally accepted at MICCAI, 2024

[Coming soon]
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AutoSkull: Learning-based Skull Estimation for Automated Pipelines

A. Milojevic, D. Peter, B. Huber, L. Azevedo, A. Latyshev, I. Sailer, M. Gross, B. Thomaszewski, B. Solenthaler, B. Gözcü. Provisionally accepted at MICCAI, 2024

[Coming soon]
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Learning a Generalized Physical Face Model From Data

L. Yang, G. Zoss, P. Chandran, M. Gross, B. Solenthaler, E. Sifakis, D. Bradley. ACM Transactions on Graphics (SIGGRAPH), 2024

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An Implicit Physical Face Model Driven by Expression and Style

L. Yang, G. Zoss, P. Chandran, P. Gotardo, M. Gross, B. Solenthaler, E. Sifakis, D. Bradley. ACM Transactions on Graphics (SIGGRAPH Asia), 2023

[Paper]
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Efficient Incremental Potential Contact for Actuated Face Simulation

B. Li, L. Yang, B. Solenthaler. SIGGRAPH Asia Technical Communications, 2023

[Paper]
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Image-based 3D Reconstruction of Cleft Lip and Palate Using a Learned Shape Prior

L. Lingens, B. Gözcü, T. Schnabel, Y. Lill, P. Nalabothu, B. Benitez, A. Müller, M. Gross, B. Solenthaler. MICCAI - Applications of Medical AI (AMAI) Workshop, 2023 (Best Paper Award)

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Physics-Informed Neural Corrector for Deformation-based Fluid Control

J. Tang, B. Kim, V. Azevedo, B. Solenthaler. Computer Graphics Forum (Proceedings of Eurographics), 2023

[Paper]
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Automated and Data-Driven Plate Computation for Presurgical Cleft Lip and Palate Treatment

T. Schnabel, B. Gözcü, P. Gotardo, L. Lingens, D. Dorda, F. Vetterli, A. Emhemmed, P. Nalabothu, Y. Lill, B. Benitez, A. Müller, M. Gross, B. Solenthaler. Int J Comput Assist Radiol Surg (IPCAI), 2023 (IPCAI Bench to Bedside Award)

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Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision

E. Franz, N. Thürey, B. Solenthaler. ICLR, 2023

[Paper, Code]
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Differentiable Simulation for Outcome-driven Orthognathic Surgery Planning

D. Dorda, D. Peter, D. Borer, N.B. Huber, I. Sailer, M. Gross, B. Solenthaler, B. Thomaszewski. Symposium on Computer Animation (SCA), 2022

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Implicit Neural Representation for Physics-driven Actuated Soft Bodies

L. Yang, B. Kim, G. Zoss, B. Gözcü, M. Gross, B. Solenthaler. ACM Transactions on Graphics (SIGGRAPH), 2022 (Honorable Mention Award)

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Neural Green’s Function for Laplacian Systems

J. Tang, B. Kim, V. Azevedo, B. Solenthaler. Computers & Graphics, 2022

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A Survey on SPH Methods in Computer Graphics

D. Koschier, J. Bender, B. Solenthaler, M. Teschner. Computer Graphics Forum (Eurographics State-of-the-art), 2022

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Deep Reconstruction of 3D Smoke Densities from Artist Sketches

B. Kim, X. Huang, L. Wuelfroth, J. Tang, G. Cordonnier, M. Gross, B. Solenthaler. Computer Graphics Forum (Eurographics), 2022

[Paper] [Code]
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Affective State Prediction from Smartphone Touch and Sensor Data in the Wild

R. Wampfler, S. Klingler, B. Solenthaler, V. Schinazi, C. Holz, M. Gross. SIGCHI Conference on Human Factors in Computing Systems (CHI '22), 2022

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SPH Crowds: Agent-based Crowd Simulation up to Extreme Densities Using Fluid Dynamics

W. van Toll, T. Chatagnon, C. Braga, B. Solenthaler, J. Pettré. Computers & Graphics, 2021

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Global Transport for Fluid Reconstruction with Learned Self-Supervision

E. Franz, B. Solenthaler, N. Thürey. CVPR (oral), 2021

[Paper, Code]
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A Physics-Aware Neural Network Approach for Flow Data Reconstruction from Satellite Observations

L. Schweri, S. Foucher, J. Tang, V. Azevedo, T. Günther, B. Solenthaler. Frontiers in Climate, section Predictions and Projections, 2021

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Honey I Shrunk the Domain: Reduced Domain Decomposition for Efficient Optimization of Fluids

J. Tang, V. Azevedo, G. Cordonnier, B. Solenthaler. Computer Graphics Forum (Eurographics), 2021 (Best Paper Award)

[Paper] [Code]
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Extreme-Density Crowd Simulation: Combining Agents with Smoothed Particle Hydrodynamics

W. van Toll, C. Braga, B. Solenthaler, J. Pettré. Motion in Games (MIG), 2020

[Paper]
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An Extended Cut-Cell Method for Sub-Grid Liquids Tracking with Surface Tension

Y.L. Chen, J. Meier, B. Solenthaler, V. C. Azevedo. ACM Transactions on Graphics (SIGGRAPH Asia), 2020

[Paper]
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Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow

S. Wiewel, B. Kim, V. C. Azevedo, B. Solenthaler, N. Thürey. Symposium on Computer Animation (SCA), 2020

[Paper] [Code]
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Lagrangian Neural Style Transfer for Fluids

B. Kim, V. C. Azevedo, M. Gross, B. Solenthaler. ACM Transactions on Graphics (SIGGRAPH), 2020

[Paper] [Code]
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Image Reconstruction of Tablet Front Camera Recordings in Educational Settings

R. Wampfler, A. Emch, B. Solenthaler, M. Gross. Educational Data Mining (EDM'20), 2020

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Glyph-Based Visualization of Affective States

N. Kovacevic, R. Wampfler, B. Solenthaler, M. Gross, T. Günther. EuroVis Short Paper, 2020

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Frequency-Aware Reconstruction of Fluid Simulations with Generative Networks

S. Biland, V. C. Azevedo, B. Kim, B. Solenthaler. Eurographics Short Paper, 2020

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Neural Smoke Stylization with Color Transfer

F. Christen, B. Kim, V. C. Azevedo, B. Solenthaler. Eurographics Short Paper, 2020

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Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data

R. Wampfler, S. Klingler, B. Solenthaler, V. Schinazi, M. Gross. SIGCHI Conference on Human Factors in Computing Systems (CHI '20), 2020

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Transport-Based Neural Style Transfer for Smoke Simulations

B. Kim, V. Azevedo, M. Gross, B. Solenthaler. ACM Transactions on Graphics (SIGGRAPH Asia), 2019

[Paper][Code]
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Affective State Prediction in a Mobile Setting using Wearable Biometric Sensors and Stylus

R. Wampfler, S. Klingler, B. Solenthaler, V. Schinazi, M. Gross. Educational Data Mining (EDM), 2019

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Smoothed Particle Hydrodynamics for Physically-Based Simulation of Fluids and Solids

D. Koschier, J. Bender, B. Solenthaler, M. Teschner. Tutorial Proceedings of Eurographics, 2019

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Reliability of a Three-dimensional Facial Camera for Dental and Medical Applications: A Pilot Study

S. Liu, M. Srinivasan, R.Mörzinger, M. Lancelle, T. Beeler, M. Gross, B. Solenthaler, V. Fehmer, I. Sailer. Journal of Prosthetic Dentistry, 2019

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Deep Fluids: A Generative Network for Parameterized Fluid Simulations

Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus Gross, Barbara Solenthaler. Computer Graphics Forum (Proceedings of Eurographics), 2019

[Paper] [Code]
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Ten Years of Research on Intelligent Educational Games for Learning Spelling and Mathematics

Barbara Solenthaler, Severin Klingler, Tanja Käser, and Markus Gross. arXiv:1806.03257, 2018

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Efficient Feature Embeddings for Student Classification with Variational Auto-encoders

Severin Klingler, Raphael Wampfler, Tanja Käser, Barbara Solenthaler, Markus Gross. International Conference on Educational Data Mining (EDM), 2017 (Best Paper Award)

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Anaglyph Caustics with Motion Parallax

Marcel Lancelle, Tobias Martin, Barbara Solenthaler, Markus Gross. Pacific Graphics 2016, Computer Graphics Forum, 2016

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Temporally Coherent Clustering of Student Data

Severin Klingler, Tanja Käser, Barbara Solenthaler, Markus Gross. International Conference on Educational Data Mining (EDM), 2016

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Stealth Assessment in ITS - A Study for Developmental Dyscalculia

Severin Klingler, Tanja Käser, Alberto-Giovanni Busetto, Barbara Solenthaler, Juliane Kohn, and Michael von Aster, Markus Gross. International Conference on Intelligent Tutoring Systems (ITS), 2016

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Data-driven Fluid Simulation using Regression Forests

Lubor Ladicky, SoHyeon Jeong, Barbara Solenthaler, Marc Pollefeys, Markus Gross. ACM Transactions on Graphics (SIGGRAPH Asia), 2015

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HeapCraft: Interactive Data Exploration and Visualization Tools for Understanding and Influencing Player Behavior in Minecraft

Stephan Müller, Barbara Solenthaler, Mubbasir Kapadia, Seth Frey, Severin Klingler, Richard P. Mann, Robert W. Sumner, Markus Gross. Motion in Games (MIG), 2015

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Quantifying and Predicting Collaboration in Shared Virtual Worlds

Stephan Müller, Mubbasir Kapadia, Seth Frey, Severin Klingler, Richard P. Mann, Barbara Solenthaler, Robert W. Sumner, Markus Gross. Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2015

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Example-based Structure Synthesis

Riccardo Roveri, Cengiz Oztireli, Sebastian Martin, Barbara Solenthaler, Markus Gross. Symposium Geometry Processing (SGP), 2015

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HeapCraft Social Tools: Understanding and Improving Player Collaboration in Minecraft

Stephan Müller, Mubbasir Kapadia, Seth Frey, Severin Klingler, Richard P. Mann, Barbara Solenthaler, Robert W. Sumner, Markus Gross. Foundations of Digital Games (FDG), Poster, 2015

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Statistical Analysis of Player Behavior in Minecraft

Stephan Müller, Mubbasir Kapadia, Seth Frey, Severin Klingler, Richard P. Mann, Barbara Solenthaler, Robert W. Sumner, Markus Gross. Foundations of Digital Games (FDG), 2015

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On the Performance Characteristics of Latent-Factor and Knowledge Tracing Models

Severin Klingler, Tanja Käser, Barbara Solenthaler, Markus Gross. Educational Data Mining (EDM), 2015

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A Parallel Architecture for IISPH Fluids

F. Thaler, B. Solenthaler, M. Gross. Virtual Reality Interactions and Physical Simulations (VRIPhys), 2014

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SPH Fluids in Computer Graphics

M. Ihmsen, J. Orthmann, B. Solenthaler, A. Kolb and M. Teschner. Eurographics STAR, 2014

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Mass Preserving Multi-Scale SPH

C. Horvath and B. Solenthaler. Pixar Technical Memo #13-04, 2013

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Modelling and Optimizing Mathematics Learning in Children

T. Käser, A. G. Busetto, B. Solenthaler, G.-M. Baschera, J. Kohn, K. Kucian, M. von Aster and M. Gross. IJAIED: "Best of ITS 2012", 2013

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Implicit Incompressible SPH

M. Ihmsen, J. Cornelis, B. Solenthaler, C. Horvath and M. Teschner. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2013

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Cluster-Based Prediction of Mathematical Learning Patterns

T. Käser, A.G. Busetto, B. Solenthaler, J. Kohn, M. von Aster and M. Gross. AIED, 2013

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Towards a Framework for Modelling Engagement Dynamics in Multiple Learning Domains

T. Käser, G.M. Baschera, A.G. Busetto, S. Klingler, B. Solenthaler, J. M. Buhmann and M. Gross. Journal of Artificial Intelligence in Education (IJAIED), 2013

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Versatile Rigid-Fluid Coupling for Incompressible SPH

N. Akinci, M. Ihmsen, G. Akinci, B. Solenthaler and M. Teschner. ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2012

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Two-Scale Particle Simulation

B. Solenthaler and M. Gross. ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2011

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SPH Based Shallow Water Simulation

B. Solenthaler, P. Bucher, N. Chentanez, M. Müller, M. Gross. Virtual Reality Interactions and Physical Simulations (VRIPhys), 2011 (Best Paper Award)

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Interactive SPH Simulation and Rendering on the GPU

P. Goswami, P. Schlegel, B. Solenthaler and R. Pajarola. ACM SIGGRAPH / EG Symposium on Computer Animation (SCA), 2010

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Inkompressible Fluid Simulation und verbesserte Oberflächenbehandlung mit SPH

B. Solenthaler. GI-LNI Sammelband Ausgezeichnete Informatikdissertationen 2009, 2010

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Incompressible Fluid Simulation and Advanced Surface Handling with SPH

B. Solenthaler. Dissertation, Department of Informatics, University of Zurich, 2010

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Performance Comparison of Parallel PCISPH and WCSPH

B. Solenthaler and R. Pajarola. Technical Report, Department of Informatics, University of Zurich, 2010

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Predictive-Corrective Incompressible SPH

B. Solenthaler and R. Pajarola. ACM Transactions on Graphics (SIGGRAPH Proceedings), 2009

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Density Contrast SPH Interfaces

B. Solenthaler and R. Pajarola. ACM SIGGRAPH / EG Symposium on Computer Animation (SCA), 2008

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Adaptive Sampling and Rendering of Fluids on the GPU

Y. Zhang, B. Solenthaler, and R. Pajarola. IEEE/EG Symposium on Volume and Point-Based Graphics, 2008

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A Unifed Particle Model for Fuid-Solid Interactions

B. Solenthaler, J. Schläfli, and R. Pajarola. Computer Animation and Virtual Worlds, 2007

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Efficient Refinement of Dynamic Point Data

B. Solenthaler, Y. Zhang, and R. Pajarola. Eurographics Symposium on Point-Based Graphics, 2007

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Particle-Based Fluid-Fluid Interaction

M. Müller, B. Solenthaler, R. Keiser, and M. Gross. ACM SIGGRAPH / EG Symposium on Computer Animation (SCA), 2005

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Simultaneous Topology and Stiffness Identification for Mass-Spring Models based on FEM Reference Deformations

G. Bianchi, B. Solenthaler, M. Harders, and G. Székely. Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2004

[Paper]