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Science & Engineering

The right tools can accelerate scientific advancements by gathering large amounts of data, facilitating research, and finding insights. Explore Dash app examples in science and engineering, including finite element method, contract for difference, physics modeling, and simulations, and more.

All Apps

Berkeley Materials Project

Over 200,000 scientists use Materials Project to analyze over 140K materials across 14 apps.


Airfoil CFD Design

Example of Python AeroSandbox for computational fluid dynamics in Python.

Structural Mechanics

A dozen interactive civil engineering and structural mechanics models in Python.

Geotechnical Engineering Models

10 geotechnical engineering models in Python including seismic classification, site design, and more.

TOUGH Simulators

Geothermal reservoir engineering simulators by the LBNL.

FFT Waveform Analysis

Python digital signal processing app for industrial IoT.

Elastomer Modeling

Python modeling of elastomer materials for soft robotic applications.

Bicycle Dynamics Analysis

A physics model computing the eigenvalues of the Whipple-Carvallo bicycle model.

Interactive Image Segmentation

A scikit-image example that extracts rich metadata from an image.

Explore Mass-Spectrometry

Exploring 20 years of data from the West Coast Metabolomics Center at UC Davis.

Battery Hazard Analysis App

Evaluation of fire and explosion hazard for lithium-ion batteries.

Bonham Code App

Interactive graphs that fit replicate data to the Michaelis-Menten kinetics equation.

Dash Enterprise




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