World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
43
Citations
14520
World Ranking
5988
National Ranking
1657

Overview

Matthias Müller is affiliated with Nvidia in the United States and has contributed to multiple fields primarily spanning computer science and medicine. Their research encompasses a variety of interdisciplinary topics and application areas.

The scientist's main fields of study include:

  • Computer Science
  • Medicine

Within these fields, their subfields of study cover:

  • Computer Vision and Pattern Recognition
  • Surgery
  • Artificial Intelligence
  • Materials Chemistry
  • Molecular Biology

Their work often addresses specific topics such as:

  • Advanced Graph Neural Networks
  • Machine Learning in Materials Science
  • Bioinformatics and Genomic Networks
  • Orthopaedic implants and arthroplasty
  • Orthopedic Infections and Treatments
  • Total Knee Arthroplasty Outcomes
  • Advanced Image and Video Retrieval Techniques

Recent publications by Matthias Müller include the following:

  • "DeepGCNs: Making GCNs Go as Deep as CNNs" (2021) in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "A higher reliability with a computed tomography scan-based three dimensional technique than with a two dimensional measurement for lower limb discrepancy in total hip arthroplasty planning" (2021) in International Orthopaedics
  • "Visual Object Tracking VOT2015 Challenge Results" (2024) in Scientific Repository (Petra Christian University)
  • "OC-0357 The MArkerless Lung target Tracking CHallenge (MATCH)" (2021) in Radiotherapy and Oncology
  • "CLNeRF: Continual Learning Meets NeRF" (2023) in arXiv (Cornell University)

Matthias Müller's publications have appeared in various venues, notably:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • International Orthopaedics
  • Scientific Repository (Petra Christian University)
  • Radiotherapy and Oncology
  • arXiv (Cornell University)

Frequent collaborators include:

  • Bernard Ghanem
  • Guohao Li
  • Guocheng Qian
  • Itzel C. Delgadillo
  • Abdulellah Abualshour

Best Publications

  • Position based dynamics

    Matthias Müller;Bruno Heidelberger;Marcus Hennix;John Ratcliff

  • Particle-based fluid simulation for interactive applications

    Matthias Müller;David Charypar;Markus Gross

  • Physically Based Deformable Models in Computer Graphics

    Andrew Nealen;Matthias Müller;Richard Keiser;Eddy Boxerman

  • Meshless deformations based on shape matching

    Matthias Müller;Bruno Heidelberger;Matthias Teschner;Markus Gross

  • Optimized Spatial Hashing for Collision Detection of Deformable Objects.

    Matthias Teschner;Bruno Heidelberger;Matthias Müller;Danat Pomerantes

  • Interactive virtual materials

    Matthias Müller;Markus Gross

  • Stable real-time deformations

    Matthias Müller;Julie Dorsey;Leonard McMillan;Robert Jagnow

  • Point based animation of elastic, plastic and melting objects

    M. Müller;R. Keiser;A. Nealen;M. Pauly

  • Unified particle physics for real-time applications

    Miles Macklin;Matthias Müller;Nuttapong Chentanez;Tae-Yong Kim

  • Position based fluids

    Miles Macklin;Matthias Müller

  • Particle-based fluid-fluid interaction

    Matthias Müller;Barbara Solenthaler;Richard Keiser;Markus Gross

  • Interaction of fluids with deformable solids

    Matthias Müller;Simon Schirm;Matthias Teschner;Bruno Heidelberger

  • XPBD: position-based simulation of compliant constrained dynamics

    Miles Macklin;Matthias Müller;Nuttapong Chentanez

  • A versatile and robust model for geometrically complex deformable solids

    M. Teschner;B. Heidelberger;M. Muller;M. Gross

  • A Survey on Position-Based Simulation Methods in Computer Graphics

    Jan Bender;Matthias Müller;Miguel A. Otaduy;Matthias Teschner

  • Real-time Eulerian water simulation using a restricted tall cell grid

    Nuttapong Chentanez;Matthias Müller

  • Real-time simulation of deformation and fracture of stiff materials

    Matthias Müller;Leonard McMillan;Julie Dorsey;Robert Jagnow

  • Interactive blood simulation for virtual surgery based on smoothed particle hydrodynamics

    Matthias Müller;Simon Schirm;Matthias Teschner

  • Solid simulation with oriented particles

    Matthias Müller;Nuttapong Chentanez

  • A procedural approach to authoring solid models

    Barbara Cutler;Julie Dorsey;Leonard McMillan;Matthias Müller

Frequent Co-Authors

Nuttapong Chentanez
Nuttapong Chentanez Nvidia (United States)
Markus Gross
Markus Gross ETH Zurich
Frank Allgöwer
Frank Allgöwer University of Stuttgart
Matthias Teschner
Matthias Teschner University of Freiburg
Leonard McMillan
Leonard McMillan University of North Carolina at Chapel Hill
Julie Dorsey
Julie Dorsey Yale University
Mark Pauly
Mark Pauly École Polytechnique Fédérale de Lausanne
Miguel A. Otaduy
Miguel A. Otaduy King Juan Carlos University
Doug L. James
Doug L. James Stanford University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Best Scientists Citing Matthias Müller

Trending Scientists