Announcing Dash Enterprise 5.2: Jupyter Notebook compatibility, AI integration, and enhanced developer experience.
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.
Silicon Furnace Model
Python Finite Element Model (FEM) simulations of a silicon furnace.
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.
FFT Waveform Analysis
Python digital signal processing app for industrial IoT.
Interactive Image Segmentation
A scikit-image example that extracts rich metadata from an image.
By
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.
Geotechnical Engineering Models
10 geotechnical engineering models in Python including seismic classification, site design, and more.