NetSci26 Satellite: Physical Networks IV at NetSci 2026

This is an archive of the original website for the Physical Networks IV satellite at NetSci26 hosted on Google Sites. The content here may not be up to date, and some links may be broken. Please refer to the current website for the latest information about the satellite.

Welcome to Physical Networks IV, a NetSci26 satellite on complex networks whose nodes and links are physical objects embedded in space. The satellite is a half-day program at the Hyatt Regency, Boston, Massachusetts, USA, on June 2, 2026, 14:30 to 18:00.

Date
June 2, 2026

Time
14:30 to 18:00

Venue
Hyatt Regency, Boston, Massachusetts, USA

Room
Harvard Square A

Physical Networks: an emerging topic in Network Science

Physical networks aim to understand complex systems subjected to physical constraints, such as volume exclusion or repulsive forces, that shape their topological and geometric organization. Systems as diverse as neurons, cell cytoskeletons, vascular structures, porous and colloidal networks, and disordered metamaterials are complex systems consisting of nodes and links that are physical objects that cannot overlap with each other.

The interdisciplinary exploration of such a large variety of systems under the unifying framework of network science has just begun.

Program

Time Presenter / Authors Title
14:30-14:35 Opening Remarks
14:35-15:05 Mason A. Porter Network Analysis of “Disordered Metamaterials”
15:05-15:35 Jörn Dunkel Topological packing statistics of living and non-living matter
15:35-16:00 Xiangyi Meng The shape of physical networks
16:00-16:30 Coffee Break
16:30-17:00 Katia Bertoldi Networks in Textiles: Fracture and Mechanical Functionality
17:00-17:25 Ivan Bonamassa TBA
17:25-17:45 Richard Weinkamer The structure and multifunctionality of physical networks in bone
17:45-18:00 Perrin Ruth Random network models of ring clusters in hydrocarbon pyrolysis

Open detailed program and abstracts

Meet our speakers

Portrait of Mason A. Porter

Mason A. Porter

Department of Mathematics
University of California, Los Angeles

Portrait of Jörn Dunkel

Jörn Dunkel

Department of Mathematics
Massachusetts Institute of Technology

Portrait of Katia Bertoldi

Katia Bertoldi

Harvard John A. Paulson School of Engineering and Applied Sciences
Harvard University

Portrait of Xiangyi Meng

Xiangyi Meng

Department of Physics, Applied Physics, and Astronomy
Rensselaer Polytechnic Institute

Portrait of Ivan Bonamassa

Ivan Bonamassa

International Research Center for Complexity Science, Hangzhou International Innovation Institute (H3I)
Beihang University

Registration

There are registration options for the satellite-only event or for the full NetSci26 conference. Traveling funds for the satellite’s applicants are available upon reasonable request. Please contact the organizers for more information.

Keywords

Network & Soft Materials Statistical Topology Random Packings Rheology & Jamming Network Geometry Polymer Physics Critical Phenomena

Call for contributions

We welcome contributions spanning multiple disciplines, including mathematics, physics, material science, computer science, and biophysics. Following the success of the first, second, and third satellites, the aim is to create an interdisciplinary venue focusing on short talks and discussions that address key challenges, innovative ideas, applications, and recent advances on physical networks or related topics.

Submit a contributed talk. Are you working with networks where the shape of nodes and links matter?

Submit an abstract to present at Physical Networks IV.

Topics include 3D and 2D spatial networks, morphology and function, network materials, contact networks, brain networks, packings, and related systems.

Deadline: April 30, 2026, Anywhere on Earth.
Submission: send a one-page abstract to physnet@ceu.edu.
Status: The application period is now closed.

Application period closed

Organizing committee

Márton Pósfai

Department of Network and Data Science, CEU

Jasper Van der Kolk

Department of Network and Data Science, CEU

Ting-Ting Gao

Network Science Institute, Northeastern University

Jun Yamamoto

Department of Network and Data Science, CEU

Archive

Previous satellite editions are available in the archive. The archive is a curated static reconstruction of public Google Sites pages, with image placeholders designed to be replaced by manually downloaded local copies.

Back to top