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High-Throughput Experimentation (HTE)

Accelerating discovery with parallelized, automated chemistry.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

Elements

Automated liquid handling and reactors

Design of experiments and Bayesian opt

Inline analytics and ELNs

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Example

Example: Catalyst Screening HTE

Design plate with variables.

Automate reactions and assays.

Optimize with Bayesian loops.

Frequently asked questions

Scale?

Microscale to gram scale.

Data?

Capture, QC, provenance.

Robotics?

Scheduling and safety.

Optimization?

Multi-objective trade-offs.

Transfer?

From plates to flow.

Analytics?

Rapid characterization.

Costs?

Capex vs time saved.

Integration?

ELN/LIMS pipelines.

IPs?

Data rights and sharing.

Outlook?

Closed-loop discovery.

Try it live

Everything above runs in your browser — open Reaction-Diffusion and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Reaction-Diffusion simulation