Bayesian optimization with experimental failure for high-throughput materials growth

Experimental Design for Combinatorial and High Throughput Materials Development

High-throughput Saccharification Assay for Lignocellulosic Materials

Polysaccharides that make up plant lignocellulosic biomass can be broken down to produce a range of sugars that subsequently can be used in establishing a biorefinery. These raw materials would constitute a new industrial platform, which is both sustainable and carbon neutral, to replace the current dependency on fossil fuel. The recalcitrance to deconstruction observed in lignocellulosic mater...

Transmission Optimization for High Throughput Satellite Systems

Modeling Disordered Materials with a High Throughput ab-initio Approach

Predicting material properties of disordered systems remains a long-standing and formidable challenge in rational materials design. To address this issue, we introduce an automated software framework capable of modeling partial occupation within disordered materials using a high-throughput (HT) first principles approach. At the heart of the approach is the construction of supercells containing ...

Large-scale Tracking for Cell Migration and Proliferation Analysis and Experimental Optimization of High-throughput Screens

Optimizing the experimental conditions and technical settings for high-throughput experiments is a tedious and timeconsuming but important task. For image-based screens, automatic image analysis techniques can support and accelerate the optimization process significantly. We here present a tracking approach suitable for high-throughput data, and demonstrate based on a large set of live cell ima...