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Biology needs to become prospective

Strategizing the search for bio-utility: A framework for evolution-integrated _in silico_ bioprospecting

Coherent Raman imaging of live, unfixed _Schizosaccharomyces pombe_ and mutants _dea2_ and _pdf1_

MSA-based pLMs encode evolutionary distance but don’t reliably exploit it

Equivalent linear mappings of deep networks are a promising path for biology

A quantitative-genetic decomposition of a neural network

From black box to glass box\: Making UMAP interpretable with exact feature contributions

A free, open-access library of high-quality organism illustrations for science communication

How do we balance labor and yield in high-throughput protein expression?

Efficient GFP variant design with a simple neural network ensemble

AutoOpenRaman\: Low-cost, automated Raman spectroscopy

Mapping the spectrum of archaeal protein sequence–structure relationships

Automating identification and quantification of mouse scratch behavior in video recordings

Lessons from our approach to bioprospecting in ticks

Assembling and annotating an Asgard archaea and giant virus dataset of over 840,000 proteins

G–P Atlas\: A neural network framework for mapping genotypes to many phenotypes