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Spontaneous Raman spectroscopy detects chemical perturbation of protein structure

Leave-one-batch-out cross-validation reveals strong batch effects in Raman spectroscopy of yeast cultures

Modular CRISPR landing pads for _Chlamydomonas reinhardtii_

Coherent Raman imaging of live, unfixed _Saccharomyces cerevisiae_ and mutants _aah1∆ and rad6∆_

Morphological transformation of _Chlamydomonas smithii_ grown in Marine Broth medium

A tractability atlas for experimental organism selection

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