Evidence map›Paper›PMID 41326366›Full record

ArticleNature communications2025

Experimentally achieving minimal dissipation via thermodynamically optimal transport.

Shingo Oikawa, Yohei Nakayama, Sosuke Ito, Takahiro Sagawa, Shoichi Toyabe

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Shingo OikawaDepartment of Applied Physics, Graduate School of Engineering, Tohoku University, Sendai, Japan.
Yohei NakayamaDepartment of Applied Physics, Graduate School of Engineering, Tohoku University, Sendai, Japan.
Sosuke ItoDepartment of Physics, Graduate School of Science, The University of Tokyo, Tokyo, Japan.ORCID http://orcid.org/0000-0001-6954-1321
Takahiro SagawaDepartment of Applied Physics, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.ORCID http://orcid.org/0000-0002-1274-0829
Shoichi ToyabeDepartment of Applied Physics, Graduate School of Engineering, Tohoku University, Sendai, Japan. toyabe@tohoku.ac.jp.ORCID http://orcid.org/0000-0002-8353-2920

Funding

MEXT | Japan Society for the Promotion of Science (JSPS) 22H01141MEXT | Japan Society for the Promotion of Science (JSPS) 23H00467MEXT | Japan Society for the Promotion of Science (JSPS) 23H01136MEXT | Japan Society for the Promotion of Science (JSPS) 24H00834MEXT | JST | Exploratory Research for Advanced Technology (ERATO) JPMJER2204MEXT | JST | Exploratory Research for Advanced Technology (ERATO) JPMJER2302
6 · The paper itself

Abstract

Optimal transport theory, originally developed in the 18th century for civil engineering, has since become a powerful optimization framework across disciplines, from generative AI to cell biology. In physics, it has recently been shown to set fundamental bounds on thermodynamic dissipation in finite-time processes. This extends beyond the conventional second law, which guarantees zero dissipation only in the quasi-static limit and cannot characterize the inevitable dissipation in finite-time processes. Here, we experimentally realize thermodynamically optimal transport using optically trapped microparticles, achieving minimal dissipation within a finite time. As an application to information processing, we implement the optimal finite-time protocol for information erasure, confirming that the excess dissipation beyond the Landauer bound is exactly determined by the Wasserstein distance - a fundamental geometric quantity in optimal transport theory. Furthermore, our experiment achieves the bound governing the trade-off between speed, dissipation, and accuracy in information erasure. To enable precise control of microparticles, we develop scanning optical tweezers capable of generating arbitrary potential profiles. These results provide guiding principles for information processing with saturating the trade-off.

Identifiers

PMID41326366
PMCPMC12669698

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.