Cell simulation as a service

The model you need, before the hardware.

Turn a spec sheet or a set of test data into a validated physics model of your cell — then predict fast-charge, drive-cycle, and thermal behavior, and export files you can import into Simulink and your controls work.

~5 mV model accuracy1 fit → 10,000 simsSimulink-ready exports

AmpLabs Simulate

Every mode you need,
one platform.

Single

Real-time visualization

VSOC

Run constant current/voltage simulations with live voltage, SOC, temperature, and internal concentration charts.

Batch Jobs

Parameter sweeps

5 configs

Sweep across SOC, temperature, or geometry parameters. Compare overlaid results and validate electrode balancing.

LUT Generator

BMS lookup tables

SOC (%)Temp

Generate OCV-SOC, DCIR, and pulse limit tables across operating conditions. Export to CSV, JSON, or Excel.

Parameter Manager

Full cell model control

1234567{"cathode": {"thickness": 75.6e-6"porosity": 0.335"particle_r": 5.22e-6}}

View, edit, and manage battery parameter sets. Every electrode property, every kinetic constant — visible and editable as JSON.

Performance Insights

Multi-metric comparison

EnergyDCIRFast ChgMax PwrCycle Life

Evaluate cell designs across Energy, DCIR, Fast Charge, and Max Power. Compare profiles with spider plots and ranked scoring.

What you get

A validated cell model and the answers around it — grounded in physics and real data, not a black box.

Model

Validated physics model

We parameterize an SPMe (or ECM) model from your data — every parameter visible, editable, and traceable to a measurement.

Predict

DCFC, drive cycle & thermal

Sweep thousands of scenarios in seconds — including the fast-charge and thermal limits you can’t safely put on a bench.

Integrate

Bring it into Simulink

Export DCFC lookup tables and cell parameters you can import into your Simulink digital twin and BMS controls — validated data, not guessed from a datasheet.

How it works

01

Bring your data

Upload HPPC, OCV, and capacity data — or have AmpLabs run the tests for you. (A datasheet gets us started, but the fit needs real cell data.)

02

We fit & validate

Our pipeline parameterizes a cell model and validates it against your drive cycles — with the error reported honestly, per temperature.

03

Simulate & export

Run DCFC, drive-cycle, and design sweeps in seconds, and take the model into your own tools.

Answer the question today.

Get a validated cell model and the results your program needs — no bench time required. Private beta.

Join the beta waitlist