CFD wake visualization
Flow simulations and vortex/wake fields can be generated as notebook artifacts, then inspected with the model code beside them.
Scientific Simulations
Scientific simulations in real notebooks.
Vicena gives the agent a persistent cloud JupyterLab for scientific Python. Ask for modeling, simulations, calculations, plots, fitting, or computational chemistry, and the agent builds the notebook with visible code and outputs.
JupyterLab
Python + SciPy
Persistent state
kinetics_model.ipynb
Agentic JupyterLab
Vicena creates notebooks, writes cells, runs them, reads output, fixes errors, and keeps the notebook visible so you can inspect every step.
Scientific Python stack
Use Python, NumPy, SciPy, pandas, matplotlib, RDKit, PySCF, ASE, and installable packages inside the same persistent environment.
Persistent simulation state
Notebook files, generated figures, local datasets, and installed packages stay with the Science Computer feature so later chats can continue from prior work.
Explicit execution boundary
Scientific Simulations runs in the Science Computer feature. Workspace Files are durable research records, so the agent should keep the distinction clear.
What it is for
A simulation workspace for doing science, not just talking about it.
Use it for work that needs execution: notebooks, code, calculations, simulation, modeling, plots, and reproducible analysis. The agent can reason in chat, then move into Jupyter when the work needs code.
Model a system
Create a notebook for ODEs, reaction kinetics, transport, growth curves, population dynamics, or parameterized scientific models.
Run calculations
Do dimensional analysis, numerical integration, uncertainty propagation, fitting, optimization, statistics, and sanity checks with visible code.
Simulate and compare
Sweep parameters, generate plots, compare scenarios, inspect residuals, and iterate until the result matches the scientific question.
Notebook evidence
The notebook stays visible while the science runs.
Notebook cells, plots, figures, and generated artifacts stay in the foreground so the work can be inspected, extended, and challenged instead of disappearing into a chat summary.
Graphene band structure
Interactive 3D electronic-structure plots can be generated from notebook code and inspected alongside the assumptions.
Molecular orbital visualization
Quantum-chemistry outputs such as HOMO/LUMO orbitals, energies, and generated figures stay with the notebook.
Agent workflow
From question to executed notebook.
The important part is not that Vicena can write code. It can keep the code, the result, the error trace, the figure, and the scientific explanation in one reviewable notebook.
1
Plan
Define the scientific question, assumptions, inputs, and expected outputs.
2
Write
Create notebook cells with code, formulas, markdown notes, and plotting logic.
3
Run
Execute cells, inspect errors and outputs, then update the notebook in place.
4
Review
Summarize results, limitations, next experiments, and artifacts to preserve.
Example requests
Start with a scientific job, not a blank notebook.
Each request opens Vicena with a concrete notebook task. The agent should create the notebook, execute cells, and report what it learned from the outputs.