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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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0111 · Jan 202419922001200920172026
2 results for “FrameFlow”
Improved motif-scaffolding with SE(3) flow matchingq-bio.QM

Improved scaffold generation for protein motifs using SE(3) flow matching.

problem Lack of structural diversity in generated scaffolds for protein motifs.
method Extended FrameFlow for motif-scaffolding with motif amortization and motif guidance.
result 2.5 times more designable and unique motif-scaffolds compared to state-of-the-art.
protein designmotif scaffoldingSE(3) flow matchinggenerative modelsstructural diversity
2024-01-08abs ↗pdf ↗
Generating Highly Designable Proteins with Geometric Algebra Flow Matchingcs.LG

Generative model designs highly designable proteins using geometric algebra.

problem Creating proteins with diverse and statistically accurate secondary structures.
method Introduced a geometric algebra flow matching model (FrameFlow) with Clifford Frame Attention (CFA) for protein backbone design.
result Achieved high designability, diversity, and novelty in protein backbone sampling.
protein designgeometric algebramessage passingClifford algebraFrameFlow
2024-11-07abs ↗pdf ↗