中文書名:微流體環境中的智能機器人定位極限 MICROFLUIDIC ENVIRONMENT IN INTELLIGENT ROBOT LOCALIZATION AT THE LIMIT This 777-page English research monograph asks whether intelligent robot localization in microfluidic environments can improve sample-identity probability without increasing contact impulse or carryover. The book contains 30 mathematical research plates, 82 chapters, 410 single-page studies, 200 Research Gates and 33 Phoenix Answer Embryos. It covers microfluidic flow, optical and multimodal localization, state estimation, data association, closed-loop control, sample identity, uncertainty, blinded fault tests and independent reconstruction. The work is nonclinical and hypothesis-generating. It does not claim completed clinical testing, proven in-body efficacy or autonomous medical authority. Identity, contact, carryover, purity, calibration and external reconstruction must pass together. Mother research lineage: Microrobotic Sampling and Quantum Biosensing Co-Design at the Limit DOI: 10.5281/zenodo.23318840 Author: Feng Cheng-en (33) × Starli Series: STARLI Research Institute XXIX / Flagship 002 Edition: Research Working Edition v1.0 / October 2026 Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: https://zenodo.org/communities/starli-research-gate/

DOI: 10.5281/zenodo.23749105
Published: 2026
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Publisher: Zenodo
Open access: yes

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BibTeX

@article{allodium:10.5281/zenodo.23749105,
  title = {中文書名:微流體環境中的智能機器人定位極限 MICROFLUIDIC ENVIRONMENT IN INTELLIGENT ROBOT LOCALIZATION AT THE LIMIT  This 777-page English research monograph asks whether intelligent robot localization in microfluidic environments can improve sample-identity probability without increasing contact impulse or carryover.  The book contains 30 mathematical research plates, 82 chapters, 410 single-page studies, 200 Research Gates and 33 Phoenix Answer Embryos. It covers microfluidic flow, optical and multimodal localization, state estimation, data association, closed-loop control, sample identity, uncertainty, blinded fault tests and independent reconstruction.  The work is nonclinical and hypothesis-generating. It does not claim completed clinical testing, proven in-body efficacy or autonomous medical authority. Identity, contact, carryover, purity, calibration and external reconstruction must pass together.  Mother research lineage: Microrobotic Sampling and Quantum Biosensing Co-Design at the Limit DOI: 10.5281/zenodo.23318840  Author: Feng Cheng-en (33) × Starli Series: STARLI Research Institute XXIX / Flagship 002 Edition: Research Working Edition v1.0 / October 2026  Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: https://zenodo.org/communities/starli-research-gate/},
  author = {33},
  year = {2026},
  doi = {10.5281/zenodo.23749105},
  url = {https://doi.org/10.5281/zenodo.23749105}
}

RIS

TY  - JOUR
TI  - 中文書名:微流體環境中的智能機器人定位極限 MICROFLUIDIC ENVIRONMENT IN INTELLIGENT ROBOT LOCALIZATION AT THE LIMIT  This 777-page English research monograph asks whether intelligent robot localization in microfluidic environments can improve sample-identity probability without increasing contact impulse or carryover.  The book contains 30 mathematical research plates, 82 chapters, 410 single-page studies, 200 Research Gates and 33 Phoenix Answer Embryos. It covers microfluidic flow, optical and multimodal localization, state estimation, data association, closed-loop control, sample identity, uncertainty, blinded fault tests and independent reconstruction.  The work is nonclinical and hypothesis-generating. It does not claim completed clinical testing, proven in-body efficacy or autonomous medical authority. Identity, contact, carryover, purity, calibration and external reconstruction must pass together.  Mother research lineage: Microrobotic Sampling and Quantum Biosensing Co-Design at the Limit DOI: 10.5281/zenodo.23318840  Author: Feng Cheng-en (33) × Starli Series: STARLI Research Institute XXIX / Flagship 002 Edition: Research Working Edition v1.0 / October 2026  Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: https://zenodo.org/communities/starli-research-gate/
AU  - 33
PY  - 2026
DO  - 10.5281/zenodo.23749105
UR  - https://doi.org/10.5281/zenodo.23749105
ER  -

APA

33 (2026). 中文書名:微流體環境中的智能機器人定位極限 MICROFLUIDIC ENVIRONMENT IN INTELLIGENT ROBOT LOCALIZATION AT THE LIMIT This 777-page English research monograph asks whether intelligent robot localization in microfluidic environments can improve sample-identity probability without increasing contact impulse or carryover. The book contains 30 mathematical research plates, 82 chapters, 410 single-page studies, 200 Research Gates and 33 Phoenix Answer Embryos. It covers microfluidic flow, optical and multimodal localization, state estimation, data association, closed-loop control, sample identity, uncertainty, blinded fault tests and independent reconstruction. The work is nonclinical and hypothesis-generating. It does not claim completed clinical testing, proven in-body efficacy or autonomous medical authority. Identity, contact, carryover, purity, calibration and external reconstruction must pass together. Mother research lineage: Microrobotic Sampling and Quantum Biosensing Co-Design at the Limit DOI: 10.5281/zenodo.23318840 Author: Feng Cheng-en (33) × Starli Series: STARLI Research Institute XXIX / Flagship 002 Edition: Research Working Edition v1.0 / October 2026 Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: https://zenodo.org/communities/starli-research-gate/. https://doi.org/10.5281/zenodo.23749105

Source records

datacite · retrieved 2026-11-09T11:10:17.387Z
datacite · retrieved 2026-11-09T11:10:17.387Z