AimatraAimatraLab / Online Lab
Science, in your browser.
Use calculators and analysis tools, explore bilingual interactive labs for devices, diffraction, dual-arm XRD, electrode diffusion, impedance, AFM and surface migration, or find research skill guides.
Available workspaces
13 online tools
simulation
2D Device Lab
Explore MoS₂ layers, bias controls, electron drift and ideal current curves. Educational model; not experimentally calibrated.
microscopy
AFM Scanning Lab
Approach and raster scan synthetic surfaces; inspect tip broadening and linked height maps. Ideal geometric model.
diffraction
Crystal & XRD Lab
Unified D8 scan, interactive Bragg principles and crystal/reciprocal-space exploration. Ideal teaching models.
structure
Crystal Description
Generate crystal structure descriptions from CIF files online or with the CrystalDesk Windows offline client. The online service uses a hosted Python backend; CrystalDesk processes files locally and requires activation.
electrochemistry
Electrode Reaction & Diffusion Lab
Solve reversible planar diffusion and explore linked CV curves and concentration profiles. Ideal teaching model.
electrochemistry
Impedance & Interface Response Lab
Explore a linear Randles circuit with Nyquist, Bode and phase response. Ideal small-signal model.
utilities
Molecular Weight Calculator
Calculate molar mass and elemental mass contributions from chemical formulas in your browser.
electrochemistry
Rate Performance
Analyze electrochemical rate performance in your browser with model fitting, comparison, thickness scaling, characteristic time, transport and energy/power calculations.
simulation
Surface Adsorption & Migration Lab
Explore adsorption sites and numerical paths on an explicit synthetic surface potential. No material-specific DFT data.
electrochemistry
Theoretical Capacity Calculator
Calculate theoretical specific capacity from a chemical formula and a user-supplied electron-transfer number in your browser.
microscopy
Confocal Raman Lab
Renishaw inVia-inspired Raman spectra and mapping. Synthetic teaching data.
electrochemistry
CV Kinetics
Analyze multi-scan-rate CV with b-value fitting and Dunn contribution analysis. Windows v2.1.7 is available after sign-in; machine-bound activation is required. The online version has fewer features.
utilities
Scientific Unit Converter
Convert length, energy, pressure and absolute temperature. Runs locally in your browser, with scientific notation support.
Research skills
Install or load these skills in a supported host. Find usage guidance and version updates here.
utilities
Canvas Design
A third-party open-source skill by Anthropic, PBC. for creating static posters and visual designs as PNG or PDF, accompanied by a Markdown design philosophy.
Author: Anthropic, PBC. · Apache-2.0 · Original source
utilities
Frontend Slides
A third-party open-source skill by Zara Zhang (@zarazhangrui) for creating animated HTML presentations from an outline, Markdown, or an existing PowerPoint.
Author: Zara Zhang (@zarazhangrui) · MIT · Original source
utilities
Impeccable
A third-party open-source Skill by Paul Bakaus for reviewing and refining frontend layout, typography, accessibility and responsive behavior.
Author: Paul Bakaus · Apache-2.0 · Original source
utilities
Lab Hardware CAD
A third-party open-source skill by K-Dense Inc. for turning measured labware dimensions into parametric Python CAD models, fabrication files, and geometry checks.
Author: K-Dense Inc. · MIT · Original source
electrochemistry
PyBaMM
A third-party open-source skill by K-Dense Inc. for local single-cell PyBaMM simulations, numerical checks, and comparison with measured voltage curves.
Author: K-Dense Inc. · MIT · Original source
simulation
pycalphad
A third-party open-source skill by K-Dense Inc. for local CALPHAD phase-equilibrium calculations using a thermodynamic TDB database.
Author: K-Dense Inc. · MIT · Original source
structure
pymatgen
A third-party open-source skill by K-Dense Inc. for inspecting, validating, converting, and analyzing materials data with Python and pymatgen.
Author: K-Dense Inc. · MIT · Original source
utilities
Remotion
Official Remotion agent Skills for building React-based video compositions, previewing them locally and exporting video when requested.
Author: Remotion AG · Remotion License · Official source
utilities
Reviewer Two
An AI skill for evidence-grounded scientific manuscript review. Install or load it in a supported, authorized host, then choose first-round or revision-round review. Includes usage guidance and version updates.
utilities
Scientific Schematics
A third-party open-source skill by K-Dense Inc. for paid OpenRouter generation of PNG scientific-diagram drafts, with an AI review log and manual checking.
Author: K-Dense Inc. · MIT · Original source
utilities
Scientific Visualization
A third-party open-source skill by K-Dense Inc. for making and checking scientific figures with Matplotlib, Seaborn, or Plotly.
Author: K-Dense Inc. · MIT · Original source
On the horizon
Tools in preparation
These workspaces are not available yet. Access opens with each tool’s first release.
structure
Crystal Viewer
Crystal-structure visualization workspace in preparation.