Autonomous experiments in biology, chemistry, and materials.
Benchmarks, evals and training data from real labs.
Biology
- Protein expression
- Peptide synthesis
- Antibody screening
- Enzyme engineering
- Cell line development
- Strain screening
- Bioprocess scale-up
- Downstream purification
- Lipid nanoparticle assembly
- Lyophilization cycles
- High-throughput assays
- Bioreactor media design
Chemistry
- Catalyst screening
- Electrolyte formulation
- Polymer synthesis
- Reaction optimization
- Crystallization & polymorphs
- Flow chemistry
- Fuel blending
- Corrosion inhibitors
- Surfactant formulation
- Solvent selection
- Pigment & dye chemistry
- Distillation & extraction
Physics & Materials
- Thin-film sputtering
- Wafer epitaxy
- Photoresist processing
- Refractory materials
- Sintering & densification
- Alloy development
- Battery electrode coating
- Optical fiber preforms
- Superalloy heat treatment
- Composite layup
- Surface metrology
- Semiconductor doping