Physical Sensors & Devices

Research that includes:

  • Silicon MEMS actuators: comb, electro-thermal, and plastic deformation
  • Precision electronic sensing and measurements of capacitive, frequency, and coulombic MEMS variables
  • Structures and architectures for gyroscopes, accelerometers, micro strain gauges for direct application to rigid structures e.g., steel, and levitated MEMS

Enhanced Real-Time Gas Detection Accuracy by a Scalable Machine Learning Scheme

Yuan Gao
Wei Yue
Qiuyang Xiao
Peisheng He
Liwei Lin
2025

This paper reports drastically improved accuracy of real-time gas detections by a scalable machine learning fusion system which utilizes encoder-decoder structures and a decision fusion model. Advancements as compared to the state-of-the-art works include: 1) increased gas sensing accuracy of a carbon dioxide sensor with a Mean Absolute Percentage Error (MAPE) of 2.97% in real-time tests; 2) drastically reduced sensor response/recovery time from ~9 mins to 2 mins; and 3) good proof-of-concept demonstrations for both generalization and robustness across different gas sensors. As such, this...

A 0.7pArms Electrochemical Readout IC for Continuous Monitoring of Antibody Biologics in Upstream Biomanufacturing

Hung-Yu Hou
Ya-Chen (Justine) Tsai
Wei Foo
Yan-Ting Hsiao
Jun-Chau Chien
2025

Biologics are antibodies produced by genetically engineered cells and are widely used in therapeutic applications. Examples include pembrolizumab (Keytruda) and atezolizumab (Tecentriq), both employed in cancer immunotherapy as checkpoint inhibitors to restore T-cell immune responses against tumor cells [1]–[2]. These biologics are produced by engineered cells in bioreactors, followed by extraction, filtration, purification, and separation, before being packaged into drug vials and shipped to hospitals for patient treatment. The production of monoclonal antibodies by cells is highly...

Biological Bone Age Assessment via PMUTs

Nikita Lukhanin
Fan Xia
Sean Isomatsu
Megan Teng
Bo Jiang
Jean-Daniel Zanone
Liwei Lin
2025

Piezoelectric micromachined ultrasonic transducers (pMUTs) could enable unique applications in medical imaging, healthcare, human-machine interfaces, and point- of-care testing. This work presents the first time pMUTs are implemented for biological age assessment via growth plate detections. Traditionally, the biological age can be examined by sophisticated equipment in a lab such as by DNA methylation and telomere attrition [1]. We propose a novel method with three key advancements: (1) a wearable ultrasound device for biological age detection by a compact pMUTs chip; (2) a beamforming...

An RFID-inspired One-step Packaged Multi-mode Bio-analyzer with Vacuum Microfluidics for Point-of-Care Diagnostics

Yan-Ting Hsiao
Ya-Chen (Justine) Tsai
Wei Foo
Hung-Yu Hou
Yun-Chun Su
Yueting Lily Li
Jun-Chau Chien
2025

Current clinical practice for detecting low-concentration molecular biomarkers requires sending samples to centralized labs, leading to high costs and delays (Fig. 20.3.1). Recent developments in molecular diagnostics thus aim to enable point-of-care (POC) detection directly at or near the patient's location [1]–[2]. The most successful POC technology to date is the paper-based lateral-flow assay (LFA) [3]–[4]. Examples include pregnancy tests that sense progesterone and SARS-CoV-2 rapid antigen tests. However, paper-based assays generally provide binary results or limited quantitative...

BPNX1014: Data-Driven Design of Metamaterials

Marco Maurizi
David Hahn
Anish Satpati
Desheng Yao
2025

The rapid development of additive manufacturing technologies has enabled the fabrication of truss metamaterials, i.e., a novel class of lightweight-yet-strong materials with engineered complex hierarchical structures. Manipulating the architecture over chemical composition dramatically expands the achievable materials design space, allowing to largely control the mechanical response of metamaterials. Despite the great advances made in this area, designing three-dimensional (3D) truss metamaterials under complex or extreme conditions with programmable response is still a...

BPNX1017: 3D Printing of Functional Materials

Xiru Fan
Said Eyyubov
Kai Zhang
Zhen Wang
2025

3D printing offers unprecedented control over the design and fabrication of functional materials with complex architectures. In this project, we focus on developing textured ceramic structures using advanced 3D printing techniques. By engineering the resin formulation and printing process, we aim to align ceramic grains along designed orientations, enabling anisotropic properties tailored for transducer applications. The study will reveal the processing–structure–property correlations of textured ceramics, demonstrating how controlled grain orientation alignment and microstructural...

BPNX1033: Multi-Objective Inverse Design of Impact Resistant Metamaterials Under Varying Strain Rates

Anish Satpati
Marco Maurizi
2025

This work pertains to the multi-objective inverse design of impact-resistant metamaterials under varying strain rates. Impact-resistant materials are desirable in a wide range of applications, such as sports, automobiles, military, and aircraft, to name a few. Existing literature deals with refining these structures by performing quasi-static finite element (FE) simulations and then verifying them experimentally, which is a time-consuming and expensive process. Moreover, beyond the low-velocity regime, quasi-static simulations are not representative of real-world dynamic...

BPNX1029: Multi-Mode Multi-Direction High-Resolution Tactile Haptics and Sensing Duo-Functional Device using Piezoelectric Metamaterial

Jiayan Zhang
2025

Texture sensing and feedback are critical milestones for unlocking truly dexterous robotics, advancing human-machine interaction, and enhancing teleoperation tasks. While existing systems utilizes pneumatics, vibration motors and other elementary methods to provide basic feedback, they lack the capability to translate data into rich, high-resolution haptic displays required to replicate the nuanced spectrum of human touch. Here, we aim to develop the first-ever fabrics capable of both high-fidelity contact sensing and reproducing touch experiences with the resolution and complexity of...

BPNX1060: Wearable On-Skin Chemical Sensing (New Project)

Seung-Rok Kim
2025

We present a wearable platform for on-skin chemical sensing that enables continuous and real-time monitoring of metabolic activity. The device is designed to operate robustly during physical activities and under varying skin conditions, providing reliable measurements that may be useful for personalized health assessment.

Project is currently funded by: Industry Sponsored Research

BPNX1031: Scalable Infrared Photodetectors based on Large-Grain Tellurium Film

Hyong Min Kim
Naoki Higashitarumizu
Theodorus Jonathan Wijaya
2025

Tellurium is a narrow-gap, p-type semiconductor with promising potential for future electronic and optoelectronic devices. Te’s band gap can be tuned from 0.31 eV in bulk form to 1.04 eV in monolayer form. Unlike many other competing 2D semiconductors, Te is air-stable and can be deposited on a substrate of choice by thermal evaporation or solution synthesis. Photodetectors based on solution-synthesized Te nanoflakes have already been demonstrated, with specific detectivity in near-IR at or above 10^9 Jones. However, solution-synthesis of Te nanoflakes is not scalable, and...