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Hybrid Event

4th - 5th December 2026 | Augusta, USA

International Conference on Mathematical Modeling of Complex Networks (ICMMCNS - 26)

4

Days

4

Hrs

07

Min

02

Sec

Conference Program

Session Tracks

SDG Wheel

Aligned with

UN Sustainable Development Goals

This conference contributes to global sustainability by aligning its research discussions and academic sessions with key United Nations Sustainable Development Goals. It fosters knowledge exchange, innovation, and collaborative engagement.

Why it matters

SDG 3 — Good Health and Well-being
SDG 4 — Quality Education
SDG 9 — Industry, Innovation and Infrastructure
SDG 11 — Sustainable Cities and Communities
SDG 16 — Peace, Justice and Strong Institutions
SDG 17 — Partnerships for the Goals
Explore All Session Tracks
Track 01
Mathematical Foundations of Complex Networks

This track focuses on the theoretical underpinnings of complex networks, emphasizing graph theory and its applications. Participants will explore mathematical models that elucidate the structure and behavior of various network types.

Track 02
Statistical Methods in Network Analysis

This session will delve into statistical techniques employed in the analysis of complex networks. Topics include estimation, hypothesis testing, and the application of statistical models to network data.

Track 03
Computational Techniques for Network Simulation

This track addresses computational methods for simulating complex networks, including algorithm design and performance evaluation. Participants will discuss software tools and frameworks that facilitate network modeling.

Track 04
Machine Learning Approaches to Network Dynamics

This session will explore the intersection of machine learning and network dynamics, focusing on predictive modeling and pattern recognition. Attendees will examine case studies where machine learning enhances network analysis.

Track 05
Optimization Algorithms in Network Design

This track is dedicated to optimization techniques applied to network design and analysis. Discussions will cover algorithmic strategies for improving network efficiency and performance.

Track 06
Risk Analysis in Complex Systems

This session will investigate methodologies for assessing risk within complex networks. Participants will analyze quantitative methods for risk evaluation and management in various applications.

Track 07
Data Science Applications in Network Research

This track focuses on the role of data science in the study of complex networks, emphasizing data-driven approaches and analytics. Participants will share insights on integrating large datasets into network modeling.

Track 08
Quantitative Methods for Network Evaluation

This session will cover quantitative techniques for evaluating network performance and robustness. Attendees will discuss metrics and indicators that are critical for understanding network behavior.

Track 09
Systems Science Perspectives on Network Behavior

This track examines complex networks through the lens of systems science, highlighting interdisciplinary approaches to understanding network interactions. Participants will explore how systems thinking informs network modeling.

Track 10
Predictive Analytics in Network Applications

This session will focus on the use of predictive analytics in various network applications, from social networks to biological systems. Discussions will include methodologies for forecasting network evolution.

Track 11
Emerging Trends in Applied Mathematics for Networks

This track will highlight cutting-edge developments in applied mathematics relevant to complex networks. Participants will discuss innovative mathematical techniques and their implications for future research.

2026 UPDATE

Consistent Academic Support

Science Net ensures that research activities continue without interruption in the current global situation. Participants can engage through digital and hybrid conference formats.