Upload a model

import pybamm
from ionworks import Ionworks

client = Ionworks()

# Option A — a built-in PyBaMM model. Pass the object directly (or a
# {"type": "SPM"} config dict); it's stored as a standard model + options.
model = client.model.create({
    "name": "SPM with SEI",
    "description": "SPM + SEI growth submodel",
    "config": pybamm.lithium_ion.SPM(options={"SEI": "ec reaction limited"}),
})

# Option B — your own pybamm.BaseModel subclass (new equations). Uploaded
# as a custom model.
custom_model = client.model.upload_custom(
    MyCustomModel(),             # a pybamm.BaseModel instance (or serialized-JSON path)
    name="My Custom Model",
    chemistry="lithium_ion",     # lithium_ion (default) | lithium_sulfur | ecm | generic
)

# Bind a model to a cell spec + parameter values to get a runnable parameterized model.
parameterized_model = client.parameterized_model.create_or_get("your-cell-spec-id", {
    "name": "LGM50 Chen2020",
    "model_id": model.id,
    "parameters": {...},
})