Stochastic Processes
on Networks
Exploring modern mathematical paradigms of diffusion, random walks, percolation, and dynamic processes running across physical and computational networks.
Date
August 2 - 3, 2026
Distinguished Lecturers
A. Ganesh & V. Shneer
Coding Challenge
SPoN Vibe (Teams of 2)
Understanding SPoN 2026
Networks constitute the backbone of modern structural representations, ranging from neural systems and social platforms to power grids and epidemic pathways. The SPoN workshop addresses how system dynamics behave over these topologies.
Day 1 Focus: Pedagogy & Foundational Lectures covering limits of random walks and network queueing theories.
Day 2 Focus: Research talks showcasing leading global findings on percolation and structural network evolution.
Coordinated Vibe: Hands-on team coding event where participants implement networks with rapid code development loops.
0
Network Nodes
0
Edges (Connections)
0
Stochastic Particles
0%
Infected Nodes
Distinguished Lecturers
Get to know the leading academics delivering deep-dive lectures on Day 1.
Ayalvadi Ganesh
University of Bristol
Ayalvadi Ganesh is a premier researcher operating at the boundaries of queuing theory, stochastic networks, and epidemical processes on graphs. His work details how localized rules dictate macroscopic phase transitions in dynamic networks.
Vsevolod (Seva) Shneer
Heriot-Watt University
Seva Shneer is well known for his substantial contributions in applied probability, queueing networks, and stochastic models for wireless communication networks. He covers spatial models where stochastic flow interaction dictates operational throughput.
Workshop Schedule
Both days of foundational series lectures & research presentations at a glance.
Day 1 · Sunday, Aug 2, 2026
Day 2 · Monday, Aug 3, 2026
SPoN Vibe Coding Competition
Test your speed, algorithmic knowledge, and intuitive reasoning while "vibe coding" stochastic processes on networks in a competitive marathon. Bring your teammate and craft unique simulations!
Team Composition
Exactly 2 members per team. Share planning, execution, and present together on Day 2.
The Prompt
Build a stochastic simulation/visualizer or make a video representing a stochastic process on a network. More details during the workshop.
Exciting Prizes
Prizes worth up to INR 10000 to be won.
Workshop FAQs
Essential information for attendees, students, and participants.
Who can attend SPoN 2026?
The lectures are tailored for graduate students, researchers, and advanced undergraduates interested in probability theory, operations research, computer science, and network physics.
Do I need to sign up for Vibe Coding separately?
Yes. The registration will be conducted during the workshop. You need to registed for the workshop in order to participate in the SPoN vibe coding competition. Workshop registration is free for IITB students and faculty and other invited individuals.
What background is required for lectures?
Basic probability (Markov chains, continuous-time processes) and rudimentary graph theory will help you extract the maximum learning value from the sessions.