Trajectory inference
PulseAugur coverage of Trajectory inference — every cluster mentioning Trajectory inference across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New MDArena benchmark reveals coding agents' limitations in molecular dynamics
Researchers have introduced MDArena, a new benchmark designed to evaluate the capabilities of coding agents on realistic molecular dynamics (MD) workflows. The benchmark consists of 50 containerized tasks drawn from act…
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New Finsler Metric Enhances Trajectory Inference with Lineage Data
Researchers have developed a novel Finsler metric that integrates discrete, directed prior knowledge with continuous geometric priors for trajectory inference. This new approach enhances the understanding of dynamical s…
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LLM-powered agents automate biological trajectory analysis, new methods boost prediction accuracy · 6 sources tracked
Researchers have developed SpaCellAgent, a novel LLM-based multi-agent framework designed to automate trajectory inference and analysis in spatial and single-cell transcriptomics. This framework aims to reduce the manua…
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PACE framework enhances single-cell trajectory inference with geometry-aware transport
Researchers have developed PACE, a new framework for single-cell trajectory inference that addresses the inherent ill-posed nature of reconstructing cellular dynamics from time-course snapshots. PACE utilizes a geometry…