Evidence map›Paper›PMID 42770170›Full record

ArticleJournal of microelectromechanical systems : a joint IEEE and ASME publication on microstructures, microactuators, microsensors, and microsystems2026

Decoupled Characterization of Electro-opto-mechanical Transduction - Leveraging Pull-in Hysteresis in NEMS Photonic Modulators.

Andrew Cochran, Harshvardhan Gupta, Maysamreza Chamanzar, Gianluca Piazza

Abstract read
In one paragraph

Article in Journal of microelectromechanical systems : a joint IEEE and ASME publication on microstructures, microactuators, microsensors, and microsystems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Andrew CochranCarnegie Mellon University, Pittsburgh, PA 15213, USA.
Harshvardhan GuptaCarnegie Mellon University, Pittsburgh, PA 15213, USA.
Maysamreza ChamanzarCarnegie Mellon University, Pittsburgh, PA 15213, USA.
Gianluca PiazzaCarnegie Mellon University, Pittsburgh, PA 15213, USA.

Funding

Ultra High-density Optomechanic Neural InterfacesR21EY033084 · NEI · CARNEGIE-MELLON UNIVERSITY · PI CHAMANZAR, MAYSAMREZA, PIAZZA, GIANLUCA · 2021 to 2022
$421k
NEI NIH HHS R21 EY033084
6 · The paper itself

Abstract

Integration of nano-electromechanical systems (NEMS) actuators into multi-physics platforms, such as with photonic integrated circuits (PICs), can provide unique advantages in power consumption, form factor, and performance. However, characterization of these systems is challenging due to their coupled transduction mechanisms. This paper discusses the interactions between electro-mechanical and opto-mechanical transduction in nano-scale photonic modulators. Herein, pull-in instability and spring softening is leveraged as a self-characterization mechanism within a novel high-sensitivity NEMS actuator that is monolithically integrated with a photonic resonator. Through this method, measurements using existing input/output (I/O) connections to the device can provide new insights into internal device interactions between the electrical, optical, and mechanical domains. This study shows a novel demonstration of the measurement of optical force effects generated between the photonic resonator and the NEMS actuator. Extraction of the electro-mechanical actuation shows that the device achieves an order of magnitude enhancement in mechanical sensitivity (> 550 nm/V) over the state-of-the-art by using a non-linear electrostatic design while maintaining the optomechanical performance compared to previous high quality-factor (Q > 10 k) monolithic devices. This study provides new experimental approaches for extracting photonic NEMS parameters and serves as a model for characterizing other multi-physics systems.

Indexed as

Monolithic IntegrationNEMSOptomechanicsPhotonic Integrated CircuitsSilicon Photonics

Identifiers

PMID42770170
PMCPMC13593094

What OpenQuestion holds

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Registered trials

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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.