{"paper":{"title":"SmartTrap: Automated Precision Experiments with Optical Tweezers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cond-mat.soft","physics.optics"],"primary_cat":"physics.bio-ph","authors_text":"Antonio Ciarlo, Carlos Bustamante, Felix Ritort, Fredrik Westerlund, Giovanni Volpe, Giuseppe Pesce, Isabel Pastor, Joan Camunas-Soler, Lars Bengtsson, L. Marcus Wilhelmsson, Martin Selin, Steven B. Smith, Vinoth Sundar Rajan","submitted_at":"2025-05-08T14:30:23Z","abstract_excerpt":"There is a trend in research towards more automation using smart systems powered by artificial\n  intelligence. While experiments are often challenging to automate, they can greatly benefit from\n  automation by reducing labor and increasing reproducibility. For example, optical tweezers are\n  widely employed in single-molecule biophysics, cell biomechanics, and soft matter physics, but they\n  still require a human operator, resulting in low throughput and limited repeatability. Here, we\n  present a smart optical tweezers platform, which we name SmartTrap, capable of performing complex\n  experim"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.05290","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2505.05290/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}