arXiv subjects

Michael Miller

Publications and source records attributed to Michael Miller.

15 recordsLinked to original sources

arXiv2026

Towards a monolithic platform for coupling superconducting circuits to low-loss microwave phonons in AlScN on 4H-SiC

Hybrid superconducting-phonon quantum processing is promising for cavity QED, measurement-based quantum computing, and other quantum applications. Relative to microwave photons at the same frequency, phonons can provide ultra-compact footprints, extremely low losses, and greater connectivity. Phonons can also couple strongly to superconducting circuits through the piezoelectric effect. However, this promise rests on scalable platforms that achieve these benefits without degrading superconducting circuit performance. This motivates a monolithic platform combining low phononic loss, strong electromechanical coupling, and superconducting-circuit compatibility without requiring suspended phononics. Here, we characterize a monolithic quantum acoustic platform combining aluminum superconducting circuits on exposed silicon carbide (SiC) with piezoelectric aluminum scandium nitride (AlScN) on SiC for integrated phononics. This architecture is enabled by selective removal of AlScN from selected chip regions, allowing aluminum superconducting microwave resonators to be fabricated directly on the SiC while preserving adjacent AlScN-on-SiC regions for phonon transduction. The resulting Al-on-SiC resonators exhibit a coherent lifetime of 2.9 {\mu}s, demonstrating compatibility with aluminum superconducting quantum devices. In parallel, cryogenic surface acoustic delay-line measurements on the retained AlScN-on-SiC regions show low phononic propagation loss at 4.05 GHz, corresponding to an estimated phonon lifetime of 7.6 {\mu}s. Together with a previously demonstrated electromechanical coupling coefficient of about 4.3% and a theoretical upper bound of 8%, these results establish Al-on-SiC/AlScN-on-SiC as a promising monolithic platform for integrating superconducting microwave circuits with piezoelectric phononic components for quantum acoustic networking and hybrid quantum systems.

quant-ph↗

arXiv2026

Towards Knitted Textile Electromechanical Systems

E-textiles and wearable sensing technologies enable flexible, customizable interfaces for human-computer interaction, with capacitive sensing offering precise touch and pressure detection. While machine knitting provides scalable, mechanically tunable structures ideal for such sensors, few studies develop or characterize insulated conductive yarns engineered for knitting's complex structural geometry and high flexure strain. In this work, we present a yarn dip-coating process, driven by an adjusted dip-coating fluid dynamics model, that enables scalable, machine knittable fabrication of capacitive tactile pressure sensing arrays. We establish optimal dip-coating parameters and concentrations of thermoplastic polyurethane (TPU) dissolved in dimethylformamide (DMF) to create knitting-optimized coatings (~630 um thickness). These fabricated yarns are shown to maintain electromechanical characteristics with minimal deviation after knitting and washing, thus allowing the creation of knitted pressure sensors through multi-layered structures. This process demonstrates that machine knitting with insulated yarns is a viable and reliable manufacturing approach to integrate sensing functionality into wearable textiles.

cs.HC↗

arXiv2025

An Electrically Injected and Solid State Surface Acoustic Wave Phonon Laser

Surface acoustic waves (SAWs) enable a wide array of technologies including RF filters, chemical and biological sensors, acousto-optic devices, acoustic control of microfluidic flow in lab-on-a-chip systems, and quantum phononics. While numerous methods exist for generating SAWs, they each have intrinsic limitations that inhibit performance, operation at high frequencies, and use in systems constrained in size, weight, and power. Here, for the first time, we present a completely solid-state, single-chip SAW phonon laser that is comprised of a lithium niobate SAW resonator with an internal, DC electrically injected and broadband semiconductor gain medium with $<$0.15 mm$^2$ footprint. Below the threshold bias of 36 V, the device behaves as a resonant amplifier, and above it exhibits self-sustained coherent oscillation, linewidth narrowing, and high output powers. A continuous on-chip acoustic output power of up to -6.1 dBm is generated at 1 GHz with a resolution-limited linewidth of $<$77 Hz and a carrier phase noise of -57 dBc/Hz at 1 kHz offset. Through detailed modeling, we show pathways for improving these devices' performance including mHz linewidths, sub -100 dBc/Hz phase noise at 1 kHz, high power efficiency, footprints less than 550 um$^2$ at 10 GHz, and SAW generation approaching the hundreds of GHz regime. This demonstration provides a fundamentally new approach to SAW generation, paving the way toward ultra-high-frequency SAW sources on a chip and highly miniaturized and efficient SAW-based systems that can be operated without an external RF source.

physics.app-ph↗

arXiv2025

Towards Navigation-Grade and Deployable Optomechanical Accelerometry

We design and experimentally demonstrate an architecture for achieving navigation-grade, fiber-packaged optomechanical accelerometers that can operate with a large dynamic range, over a wide temperature range, and without sophisticated laser sources. Our accelerometer architecture is based on a novel set of design principles that take advantage of the strengths of optomechanical accelerometry while eliminating many of its historical weaknesses. Displacement readout is provided by an integrated, differential strain-sensing Mach-Zehnder interferometer (DSMZI) attached to an ultra-rigid, bulk-micromachined proof mass having a 93.4 kHz fundamental resonance frequency (22.5 pm/g displacement). Despite the extreme rigidity, the high displacement sensitivity provides an insertion loss limited 4.2 $\mu g/\sqrt{\mathrm{Hz}}$ acceleration resolution, with a straight-forward path to achieving 330 $n g/\sqrt{\mathrm{Hz}}$ by improving the fiber-to-chip coupling. Further, we show that the combination of high rigidity and intrinsic differential optical readout makes the device insensitive to the common causes of bias instability, and we measure a bias instability of 6.3 $\mu g$ at 243 seconds. The DSMZI provides a 17 nm optical bandwidth and a temperature operating range of greater than 20 $^\circ\mathrm{C}$, both orders of magnitude larger than previous demonstrations of optomechanical accelerometers. The high rigidity and large optical bandwidth yield an expected dynamic range of 165.4 dB. The combination of high acceleration resolution, high dynamic range, low bias instability, and intrinsic insensitivity to wavelength, temperature, and package stresses makes our device well suited for deployment in realistic environments demanded by real-world applications and demonstrates a path for optomechanical accelerometers to ultimately exceed the performance of all other chip-based accelerometers.

physics.optics↗

arXiv2025

Strongly Electromechanical Coupled Phononic Waveguides in Aluminum Scandium Nitride on Silicon Carbide

Guided phonons have become an increasingly important platform for classical and quantum information processing. While conventional surface acoustic wave systems are typically only guided in the vertical direction, two-dimensionally confined waveguide systems offer significant advantages in terms of density of phononic circuit components and much higher intensities of strain and piezoelectric fields, which make them promising candidates for advancing acoustoelectric and quantum phononic applications. One such material system for generating and guiding phonons at gigahertz frequencies is AlScN on SiC, which can be synthesized by sputter depositing AlScN directly onto SiC wafers. The AlScN on SiC platform allows for tightly vertically confined acoustic modes with high electromechanical coupling, high speed of sound, and simple fabrication of strip and rib waveguides. Until now, this system has only been studied as a slab waveguide platform, i.e., without any lateral waveguiding. Here, we present a 2D-confined phononic waveguide architecture in AlScN on SiC with strongly electromechanically coupled modes that could serve as a platform for phononic routing, power-efficient active and nonlinear phononic devices such as amplifiers, mixers, and oscillators, as well as for interacting with quantum systems such as vacancy centers, charge carriers, photons, and spins. We study two distinct gigahertz frequency waveguide mode families using impedance matched interdigital transducers and characterize their electromechanical coupling and propagation losses. Additionally, we analyze how these waveguides could interact with various important quantum and classical systems that can be either embedded in SiC or heterogeneously integrated on the surface.

quant-ph↗

arXiv2024

TDRAM: Tag-enhanced DRAM for Efficient Caching

As SRAM-based caches are hitting a scaling wall, manufacturers are integrating DRAM-based caches into system designs to continue increasing cache sizes. While DRAM caches can improve the performance of memory systems, existing DRAM cache designs suffer from high miss penalties, wasted data movement, and interference between misses and demand requests. In this paper, we propose TDRAM, a novel DRAM microarchitecture tailored for caching. TDRAM enhances HBM3 by adding a set of small low-latency mats to store tags and metadata on the same die as the data mats. These mats enable fast parallel tag and data access, on-DRAM-die tag comparison, and conditional data response based on comparison result (reducing wasted data transfers) akin to SRAM caches mechanism. TDRAM further optimizes the hit and miss latencies by performing opportunistic early tag probing. Moreover, TDRAM introduces a flush buffer to store conflicting dirty data on write misses, eliminating turnaround delays on data bus. We evaluate TDRAM using a full-system simulator and a set of HPC workloads with large memory footprints showing TDRAM provides at least 2.6$\times$ faster tag check, 1.2$\times$ speedup, and 21% less energy consumption, compared to the state-of-the-art commercial and research designs.

cs.AR↗

arXiv2023

S-band acoustoelectric amplifier utilizing an ultra-high thermal conductivity heterostructure for low self-heating

Here we report on an acoustoelectric slab waveguide heterostructure for phonon amplification using a thin Al$_{0.58}$Sc$_{0.42}$N film grown directly on a 4H-SiC substrate with an ultra-thin In$_{0.53}$Ga$_{0.47}$As epitaxial film heterogeneously integrated onto the surface of the Al$_{0.58}$Sc$_{0.42}$N. The aluminum scandium nitride film grown directly on silicon carbide enables a thin (1 micron thick) piezoelectric film to be deposited on a thermally conductive bulk substrate (370 W/m-K for 4H-SiC), enabling negligible self-heating when combined with the In$_{0.53}$Ga$_{0.47}$As semiconductor parameters of large mobility (~7000 cm$^2$/V-s) and low concentration of charge carriers (~5x10$^{15}$ cm$^{-3}$). A Sezawa mode with optimal overlap between the peak of its evanescent electric field and the semiconductor charge carriers is supported. The high velocity of the heterostructure materials allows us to operate the Sezawa mode amplifier at 3.05 GHz, demonstrating a gain of 500 dB/cm (40 dB in 800 microns). Additionally, a terminal end-to-end radio frequency gain of 7.7 dB and a nonreciprocal transmission of 52.6 dB are achieved with a dissipated DC power of 2.3 mW. The power added efficiency and acoustic noise figure are also characterized.

physics.app-ph↗

arXiv2023

Direct determination of the spin-polarization at buried interfaces using voltage dependent MOKE signals

Here, we report a novel and conceptually straightforward technique to detect the spin-polarization directly, with laser spot spatial resolution, at buried ferromagnet/insulator interfaces in ambient settings. This has been accomplished by monitoring the voltage-induced change of the longitudinal MOKE signal as a function of the applied magnetic field and applying an AC voltage across the interface. For the case where the spin polarization enters the VMOKE signal, a simple quantitative model is proposed. A distinct positive majority spin polarization has been found for Fe and Co, whereas Ni exhibits a negative minority spin polarization.

physics.app-ph↗

arXiv2023

High-Efficiency Three-Wave and Four-Wave Phonon Mixing Via Electron-Mediated Nonlinearity in Semiconductor-Piezoelectric Heterostructures

We show that phononic frequency conversion can be enhanced by orders of magnitude in piezoelectric systems by heterogeneous integration of high-mobility semiconductor films. A lithium niobate and indium gallium arsenide heterostructure is utilized to demonstrate efficient three-wave mixing processes at microwave frequencies, including 16% phononic power conversion efficiency for sum-frequency generation and 1% phononic power conversion efficiency for difference-frequency generation, as well as the most efficient degenerate four-wave phononic mixing to date. We present a theoretical model that accurately predicts the sum-frequency and difference-frequency generation processes and we show that the conversion efficiency can be further enhanced by the application of semiconductor bias fields. Laser Doppler vibrometry is then applied to examine many three-wave and four-wave mixing processes simultaneously in the same device. Through the use of our developed model, we show that these nonlinearities can be enhanced far beyond what is demonstrated here by confining phonons to smaller dimensions in waveguides and optimizing semiconductor material properties or using 2D semiconductors.

physics.app-ph↗

arXiv2022

Nonreciprocal low-noise acoustoelectric microwave amplifiers with net gain in continuous operation

Over sixty years ago, it was hypothesized that specially designed acoustic systems that leveraged the acoustoelectric effect between phonons and charge carriers could revolutionize radio frequency electronic systems by allowing nonlinear and nonreciprocal functionalities such as gain and isolation to be achieved in the acoustic domain. Despite six decades of work, no acoustoelectric amplifier has been produced that can achieve a large net (terminal) gain at microwave frequencies with low power consumption and noise figure. Here we demonstrate a novel three-layer acoustoelectric heterostructure that enables the first-ever continuously operating acoustoelectric amplifier with terminal gain at gigahertz frequencies. We achieve a terminal gain of 11.25 dB in a 500 micron long device, operating at 1 GHz with a DC power dissipation of 19.6 mW. We also realize broadband gain from 0.25-3.4 GHz and nonreciprocal transmission exceeding 44 dB at 1 GHz. Our acoustic noise figure is 2.8 dB, which is the lowest-ever demonstrated noise figure for an acoustoelectric amplifier. We discuss generally how to optimize these acoustoelectric heterostructures and show that it should be immediately achievable to produce devices with even larger gain in shorter lengths while simultaneously having lower power consumption and noise figure.

physics.app-ph↗

arXiv2016

Grand Challenges for Global Brain Sciences

The next grand challenges for society and science are in the brain sciences. A collection of 60+ scientists from around the world, together with 10+ observers from national, private, and foundations, spent two days together discussing the top challenges that we could solve as a global community in the next decade. We eventually settled on three challenges, spanning anatomy, physiology, and medicine. Addressing all three challenges requires novel computational infrastructure. The group proposed the advent of The International Brain Station (TIBS), to address these challenges, and launch brain sciences to the next level of understanding.

q-bio.NC↗

arXiv2016

Animated 3D Human Models for Use in Person Recognition Experiments

The development of increasingly realistic experimental stimuli and task environments is important for understanding behavior outside the laboratory. We report a process for generating 3D human model stimuli that combines commonly used graphics software and enables the flexible generation of animated human models while providing parametric control over individualized identity features. Our approach creates novel head models using FaceGen Modeller, attaches them to commercially-purchased 3D avatar bodies in 3D Studio Max, and generates Cal3D human models that are compatible with many virtual 3D environments. Stimuli produced by this method can be embedded as animated 3D avatars in interactive simulations or presented as 2D images embedded in scenes for use in traditional laboratory experiments. The inherent flexibility in this method makes the stimuli applicable to a broad range of basic and applied research questions in the domain of person perception. We describe the steps of the stimulus generation process, provide an example of their use in a recognition memory paradigm, and highlight the adaptability of the method for related avenues of research.

q-bio.NC↗

arXiv2015

LDDMM Surface Registration with Atrophy Constraints

Diffeomorphic registration using optimal control on the diffeomorphism group and on shape spaces has become widely used since the development of the Large Deformation Diffeomorphic Metric Mapping (LDDMM) algorithm. More recently, a series of algorithms involving sub-riemannian constraints have been introduced, in which the velocity fields that control the shapes in the LDDMM framework are constrained in accordance with a specific deformation model. Here, we extend this setting by considering, for the first time, inequality constraints, in order to estimate surface deformations that only allow for atrophy, introducing for this purpose an algorithm that uses the augmented lagrangian method. We also provide a version of our approach that uses a weaker constraint in which only the total volume is forced to decrease. These developments are illustrated by numerical experiments on brain data.

math.OC↗

arXiv2004

The best possible quadratic refinement of Sendov's conjecture

A conjecture of Sendov states that if a polynomial has all its roots in the unit disk and if $β$ is one of those roots, then within one unit of $β$ lies a root of the polynomial's derivative. If we define $r(β)$ to be the greatest possible distance between $β$ and the closest root of the derivative, then Sendov's conjecture claims that $r(β) \le 1$. In this paper, we assume (without loss of generality) that $0 \le β\le 1$ and make the stronger conjecture that $r(β) \le 1-(3/10)β(1-β)$. We prove this new conjecture for all polynomials of degree 2 or 3, for all real polynomials of degree 4, and for all polynomials of any degree as long as all their roots lie on a line or $β$ is sufficiently close to 1.

math.CV↗

arXiv2003

A quadratic approximation to the Sendov radius near the unit circle

Define $S(n,β)$ to be the set of complex polynomials of degree $n \ge 2$ with all roots in the unit disk and at least one root at $β$. For a polynomial $P$, define $|P|_β$ to be the distance between $β$ and the closest root of the derivative $P'$. Finally, define $r_n(β)=\sup \{|P|_β: P \in S(n,β) \}$. In this notation, a conjecture of Bl. Sendov claims that $r_n(β) \le 1$. In this paper we investigate Sendov's conjecture near the unit circle, by computing constants $C_1$ and $C_2$ (depending only on $n$) such that $r_n(β) \sim 1 + C_1 (1-|β|) + C_2 (1-|β|)^2$ for $|β|$ near 1. We also consider some consequences of this approximation.

math.CV↗