Reconfigurable system for automated optimization of diverse chemical reactions.
Anne-Catherine BédardAndrea AdamoKosi C ArohM Grace RussellAaron A BedermannJeremy TorosianBrian YueKlavs F JensenTimothy F JamisonPublished in: Science (New York, N.Y.) (2018)
Chemical synthesis generally requires labor-intensive, sometimes tedious trial-and-error optimization of reaction conditions. Here, we describe a plug-and-play, continuous-flow chemical synthesis system that mitigates this challenge with an integrated combination of hardware, software, and analytics. The system software controls the user-selected reagents and unit operations (reactors and separators), processes reaction analytics (high-performance liquid chromatography, mass spectrometry, vibrational spectroscopy), and conducts automated optimizations. The capabilities of this system are demonstrated in high-yielding implementations of C-C and C-N cross-coupling, olefination, reductive amination, nucleophilic aromatic substitution (SNAr), photoredox catalysis, and a multistep sequence. The graphical user interface enables users to initiate optimizations, monitor progress remotely, and analyze results. Subsequent users of an optimized procedure need only download an electronic file, comparable to a smartphone application, to implement the protocol on their own apparatus.
Keyphrases
- high performance liquid chromatography
- mass spectrometry
- tandem mass spectrometry
- big data
- machine learning
- deep learning
- liquid chromatography
- simultaneous determination
- high resolution
- solid phase extraction
- high throughput
- randomized controlled trial
- clinical trial
- study protocol
- gas chromatography
- amino acid
- capillary electrophoresis
- phase ii
- visible light
- density functional theory
- phase iii
- molecular dynamics simulations
- minimally invasive
- radiation induced
- artificial intelligence
- anaerobic digestion
- quantum dots
- single cell
- electron transfer