JuliaCon 2026

Venkatesh-Prasad Bhat

He builds Dyad Agent at JuliaHub. He is leveraging generative AI and scientific AI to radically change how modeling and simulation is done.

He loves to code, paint, write and trek. He likes Julia ecosystem and contributes to it.


Sessions

08-10
10:00
180min
DyadAgent: Adding intelligence to modeling and simulation
Venkatesh-Prasad Bhat, Anas Abdelrehim, Ashutosh Bharambe, Marius Micluța-Câmpeanu

What if engineers could go from concept to validated simulation model through conversation alone? DyadAgent, built on Julia and Dyad, makes this possible by combining generative AI with the SciML ecosystem to construct, compile, and rigorously validate high-fidelity physical models from natural language. It handles planning models, creating them, validating them, debugging them and using them in downstream applications such as parameter estimation, model discovery and more. This workshop demonstrates how DyadAgent is reshaping the modeling workflow across engineering domains.

General
Room 1
08-12
15:00
15min
DecisionSystems.jl: Closing the Loop Between Physics and Decisions
Venkatesh-Prasad Bhat

Decisions often affect the dynamics of a system. DecisionSystem is a unified way of capturing both dynamics and decisions of complex systems.
Real systems don't just evolve, they respond. DecisionSystems is a unified way of capturing physics simulation and decision-making, letting you model the full cycle: simulate dynamics, observe state, decide, act, repeat.

Methods and Applications of Scientific Machine Learning (SciML)
Room 6