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Nova In Silico will be at ACoP 2026Meet the team and see our programDetails here

ACoP 2026 tutorial

A Hands-on Tutorial on Stochastic Approximation Expectation-Maximization (SAEM) in Python and Jinkō

Everything you need to follow along: open the notebook, sign in to Jinkō, and run each step with us.

Get the materialsBack to Nova at ACoP 2026

Supporting material

Open both before the session starts. Each link opens in a new tab.

NPDE diagnostic plots from the SAEM notebook

Python notebook

The SAEM walkthrough as a runnable notebook on Binder. No install needed: it opens in your browser.

Open the notebook
Jinkō logo

Jinkō ACoP organization

The Jinkō workspace set up for the session, with the models and data used in the tutorial.

Open Jinkō

Lead presenter

Eliott Tixier

Eliott Tixier

Head of Core, Scientific Software Engineering

In supporting roles

Jim Bosley

Jim Bosley

SVP Modeling and Simulation

Cristhyne Leon

Cristhyne Leon

Head of Scientific Support

Frédéric Cogny

Frédéric Cogny

Co-CEO & Chief Product Officer

See everything Nova presents at ACoP 2026