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Koohi Research Group (KRG)

kHz to THz ยท Materials to Systems

Texas A&M University College of Engineering

Research

We connect the physics of multifunctional materials to the performance of RF microsystems: engineering ferroic, piezoelectric, and quantum phenomena in thin films, and carrying them through devices and circuits into integrated systems for next-generation communication, sensing, and timing, from kHz to THz.

Materials & Processes Acoustic & EM Devices RF Circuits & Systems Quantum Microsystems Integration & Packaging AI & Agentic Design Past Projects

KRG research at a glance: what we study, how we study it, and what it enables, from kHz to THz
How our research is organized: from materials and processes, through theory and tools, to selected applications. Click to enlarge.

Multifunctional Materials & Processes

MaterialProcess

Every leap in RF hardware begins in the material. We engineer ferroic order, piezoelectricity, and nonlinear polarization in thin films, and develop the deposition, doping, and precision-etch processes that turn these phenomena into device-grade building blocks. Tight feedback between growth, multiphysics characterization, and modeling lets us design the material and the device as one.

Mission relevanceManipulation of lattice substructure through dopants and defects, electric field, and strain — enabling frequency-agile RF and microwave functionality, memory-enabled devices, and new sensors for extreme environments.

Piezoelectric & ferroelectric III-nitrides (AlXN)

Scandium- and boron-modified AlN films combining strong electromechanical coupling with ferroelectric switchability: the foundation for microwave-to-mmWave acoustic devices and for memory-enabled devices that retain their configuration without power.

Ferroelectric oxides: BaTiO3, BST, HfO2

Field-tunable polarization and giant electrostriction in complex oxides, stabilized through compositional and strain engineering — enabling strongly nonlinear devices, parametric and frequency-converting elements, and nonlinear quantum devices.

Device-grade thin-film processing

Deposition, doping control, and precision etching co-optimized with finite-element and thermodynamic modeling, so material phenomena survive the journey into devices.

Representative publications: IEEE UFFC-JS 2024 · IEEE Microwave Magazine 2020 · IEEE TUFFC 2020

Acoustic & Electromagnetic Devices (kHz to THz)

DeviceProcess

The classical routes to higher frequencies (thinner films and smaller electrodes) run into fundamental coupling and loss limits. By structuring where and how transduction happens in the material (inhomogeneous piezoelectricity, field-induced coupling, engineered heterostructures), we build acoustic and electromagnetic devices that select their modes, tune their bands, and break conventional harmonic-decay laws. The device toolbox extends from resonators and filters to amplifiers, nonreciprocal and nonlinear components, sensors, memory elements, and reconfigurable apertures.

Mission relevanceA device toolbox for spectrally congested environments — switch-free reconfigurable filters, multiphysical amplifiers, nonreciprocal components, sensors, and reconfigurable apertures for NextG (6G) front-ends, radar, and EW.

Resonators, filters & switchable elements

Mode-selective, band-tunable, and intrinsically switchable acoustic and EM resonators and filters, from kHz through THz.

Multiphysical amplifiers

Acoustoelectric and parametric gain coupling phonons, electrons, and fields: amplification beyond the transistor paradigm.

Nonreciprocal devices

Magnet-free isolators and circulators built on spatiotemporal modulation and nonlinear material dynamics (<30 GHz and beyond).

Nonlinear devices

Frequency converters, parametric elements, and frequency-selective limiters that turn material nonlinearity into signal-processing functions.

Sensors & detectors

Piezoelectric sensors for positioning, navigation, and timing (PNT), uncooled IR detectors, and resonant platforms for physical and chemical sensing.

Ferroelectric memory devices

Nonvolatile polarization states in HfO2 and ferroelectric nitrides as memory elements, toward memory-enabled devices that hold their configuration without power.

Antennas & reconfigurable metasurfaces

Programmable apertures, THz antennas, and metasurfaces for beam control and spectrum agility in NextG environments.

Representative publications: US Patent 12,206,388 (2025) · IEEE TUFFC 2020 · IEEE IMS 2019

RF Circuits & Front-End Systems

CircuitSystem

Devices matter when they survive contact with a system budget. We co-design acoustic and EM devices with the circuits around them (filters with amplifiers, resonators with oscillators) to build agile RF front-end modules for NextG (6G) communication, sensing, and positioning-navigation-timing (PNT) platforms. Our aim is front-ends that reconfigure without lossy switch networks, in a smaller footprint and at lower power.

Mission relevanceAgile front-ends for NextG (6G) infrastructure and SWaP-constrained platforms — mobile communication, radar, secure communications, and active aperture arrays.

Reconfigurable filter modules & filter banks

Building on our record in intrinsically switchable and bandwidth-reconfigurable filters, we develop fully reconfigurable front-end filter modules that select bands by bias, not by switch networks.

NextG (6G) front-end co-design & RFIC integration

Acoustic, electromagnetic, and circuit domains designed together for 6G front-ends, radar, and space electronics, from device model to module demonstration.

Representative publications: IEEE Microwave Magazine 2020 · IEEE TMTT 2018 · IEEE TUFFC 2018

Quantum Microsystems

DeviceSystem

The same wave–matter coupling that powers our classical devices extends into the quantum regime. We develop chip-scale quantum oscillators (clocks) for precision timing and navigation, and explore phonon-based platforms where acoustic modes interface with quantum states, bringing quantum-grade stability into integrated microsystems for PNT and space applications.

Mission relevanceNon-classical resources for beyond-classical capabilities in sensing, precision measurement, and communication — pushing toward the fundamental limits of detection with improved accuracy, sensitivity, and robustness, in multifunctional sensors of reduced size, weight, and power.

Quantum acoustics (emerging)

Acoustic-wave platforms as compact, low-loss interfaces to quantum systems: an emerging direction bridging our materials and device expertise into quantum engineering.

Heterogeneous Integration & Packaging

ProcessSystem

System performance is increasingly set by how heterogeneous parts come together. We develop integration platforms in which the package itself is a functional part of the design, stacking materials, devices, and ICs into compact, high-performance RF modules.

Mission relevanceCompact RF modules for mobile front-ends and radiation-hard space and harsh-environment platforms.

HAMIP: hybrid additive-bonding multidimensional heterogeneous integration

A platform combining additive processing and bonding to integrate dissimilar materials and devices across multiple dimensions.

3D RF front-ends with functional packaging

Front-end modules in which antennas, filters, and interconnects are co-designed with the package for minimal loss and footprint.

AI & Agentic Circuit Design

CircuitSystem

We develop machine-learning and agentic-AI methods for the design of RF circuits and heterogeneously integrated systems — automating topology synthesis and layout, optimizing jointly across the material–device–circuit stack, and closing the loop between physics-based models and verified hardware.

Mission relevanceAI-driven design tools for rapid, trusted development of microelectronics — accelerating agile RF and heterogeneously integrated hardware for NextG (6G), radar, EW, and communications.

RF circuit synthesis & optimization

Machine-learning-assisted topology selection, sizing, and layout for RF and mixed-signal front-ends, guided by physics-based device models.

Agentic heterogeneous-integration design

AI agents that co-design and partition multi-chip, multi-material RF systems — balancing performance, footprint, and manufacturability across the package.

Selected Past Projects

Foundational results from Qorvo, the University of Michigan, and earlier work that today’s research builds on. Click any project to expand.

Microwave & mmWave BAW acoustics for 5G-Advanced with ScAlNRecord-setting acoustic resonators and filters beyond 10 GHz (industry R&D at Qorvo)

MaterialProcessDeviceSystem

Advanced scandium-doped AlN bulk acoustic wave technology delivering more than 100% improvement in quality factor, over 50% reduction in TCF, and superior power handling beyond 10 GHz. Multi-chip heterogeneous integration of ScAlN and AlN resonators enabled filters with better insertion loss, sharper rejection, and up to 50% smaller die for 5G-Advanced and WiFi front-ends.

ScAlN BAW resonators and filters for 5G-Advanced

A. Tag et al., “Next Generation of BAW,” IEEE IUS 2022 · A. Tag et al., “Advances in BAW Technology Enabling 5G NR and WiFi6E,” IEEE UFFC-JS 2024

ScAlN: understanding the coupled electro-mechanical domainsTaming Sc-induced ferroelectric-like behavior for stable, high-Q resonators

MaterialProcess

Scandium incorporation fundamentally modifies AlN’s coupling, acoustic velocity, and dielectric response, introducing ferroelectric-like behaviors and coupled-domain interactions. Through precise characterization, optimized doping and etch processes, FEM modeling, and boundary engineering, we suppressed edge-related spurious modes and preserved quality factor, yielding ScAlN resonators optimized for reliable RF operation.

ScAlN material property characterization

A. Tag et al., IEEE UFFC-JS 2024

Programmable RF acoustics via nonlinear inhomogeneous transductionFirst band-switchable ladder filter with no external switches

ProcessDevice

Engineered BST heterostructures whose electromechanical transduction is defined by the applied field (electric-field-induced piezoelectricity), enabling selective excitation of resonance modes within a single device. A calibrated nonlinear electro-mechanical model guided predictive tuning of modal behavior and coupling, culminating in the first band-switchable ladder filter whose bands are accessed purely by bias, with no geometry change and no switches.

Programmable ferroelectric acoustic device concept

M. Z. Koohi and A. Mortazawi, IEEE TUFFC 2020 · IEEE IMS 2019

Breaking the Kt2 harmonic limit through inhomogeneous piezoelectricityMode-selective coupling beyond the 1/n² decay law (US Patent, 2025)

ProcessDevice

First-principles analysis showing that spatial variation of the piezoelectric coefficient (via domain switching, electrostriction, or compositional gradients) breaks the symmetry mismatch that collapses coupling at higher-order harmonics. This enabled selective excitation of harmonic modes at mmWave frequencies with near-constant coupling, opening compact acoustic devices for 6G and beyond.

Inhomogeneous piezoelectricity concept

A. Mortazawi and M. Koohi, US Patent 12,206,388, 2025 · IEEE TUFFC 2020

Agile RF front-ends: fully reconfigurable filter modules in complex oxidesIntrinsically switchable filters, filter banks, and electrically tunable bandwidth

ProcessDevice

A new class of intrinsically switchable RF filters exploiting giant electrostriction in paraelectric BST: acoustic transduction exists only under DC bias, so filters switch on, off, and between bands without lossy external switch networks. Demonstrated compact switchable FBAR filters, bias-selected filter banks, and bandwidth-reconfigurable BAW filters, reducing loss, area, and nonlinearity in the front-end.

Reconfigurable ferroelectric filter modules

IEEE Microwave Magazine 2020 · IEEE TUFFC 2020 · IEEE TMTT 2018 · IEEE TUFFC 2018

Michigan BigHouse wireless system16-beam Butler-matrix Wi-Fi serving a 100,000-seat stadium

System

A high-capacity beamforming Wi-Fi platform for Michigan Stadium: a 16×16 Butler matrix feeding a 50-element ridged slot array forms sixteen 2.12° beams across a ~40° sector at 5.2 GHz, each carrying a dedicated Wi-Fi channel. Roughly 40 dB aggregate array gain enables reliable links from 10 dBm handsets at 200 m, solving interference and capacity in one of the densest wireless environments anywhere.

Michigan Stadium beamforming Wi-Fi system
Phase-engineered BST thin films for uncooled IR sensingTCF of −921 ppm/K, more than 6× beyond state of the art

MaterialProcessDevice

First exploitation of BST’s tetragonal-to-cubic phase transition for resonant thermal detection: FBARs stabilized near the transition reached a temperature coefficient of frequency up to −921 ppm/K, with suspended-membrane thermal isolation down to 3.2×10−5 W/K, approaching theoretical NETD limits for uncooled IR detectors.

BST resonant IR sensor

M. Z. Koohi and A. Mortazawi, EuMC 2017

Giant electrostriction in barium strontium titanateRecord electromechanical coupling from a centrosymmetric thin film

MaterialProcess

By stabilizing BST in its centrosymmetric cubic phase, we isolated pure electrostrictive strain and extracted giant electrostrictive coefficients with record electromechanical coupling. A Landau–Devonshire thermodynamic framework linked polarization, field, and strain to bias-induced dynamic softening, connecting symmetry, microstructure, and defects to low-loss, highly tunable device response.

Thermodynamic modeling of electrostriction in BST

M. Koohi, Ph.D. dissertation, 2020 · W. Peng et al., IEEE TMTT 2022

Graphene-based THz photoconductive antennasTunable plasmonic antennas with superior impedance matching

MaterialDevice

Full-wave study of graphene photoconductive antennas for THz generation and detection: plasmonic wave propagation yields ultra-miniaturized structures with higher input impedance for better matching to photonic mixers, and resonance tunable through graphene’s chemical potential. Multilayer designs significantly improve radiation efficiency toward practical 2D-material THz front-ends.

Graphene THz photoconductive antenna

M. Koohi and M. Neshat, Scientia Iranica

Sponsor or collaborate: email koohi@tamu.edu  ·  Join the group: see our open positions.

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