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Study of Hydrogen Manipulation on Silicon Surfaces for Programmable Memristor DevicesNaznin Nahar Nipu (18783775) 03 September 2024 (has links)
<p dir="ltr">As edge computing architectures bring processing closer to data sources, there is an increasing need for memory technologies that can work effectively and consistently in a variety of situations while using minimal energy. Memristors are memory devices that have the potential to greatly increase the performance and scalability of edge devices. However, a key challenge is to achieve precise resistance switching. Silicon (Si) surfaces embedded in a proton-conducting polymer can demonstrate controllable memristor behavior wherein hydrogen (H) atoms are deposited onto the surface. When H is inside the polymer, its conductivity decreases. When H is on the silicon surface, its bulk conductivity increases due to more mid-gap traps. Migration of H atom placement can make a memristor unit cell whose impedance modulates in response to electrical signals. This study investigates the critical function of H atoms by deliberately altering their position and concentration within and upon silicon-based memristor devices. Using the Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS), we investigate the impact of temperature (T) and electric field (EF) on H migration. We define a polygonal volume of Si and deposit H atoms on its top surface. After energy minimization, we apply T and EF to observe diffusion and drift of H atoms. The hopping rate depends on applied T and EF. We thus establish a relationship between the three-dimensional velocity of H and applied T and EF. We simulate several movement pathways of H atoms over time under the influence of varying T and EF acting separately or simultaneously. Therefore, we can determine the required magnitude and direction of EF and T to be introduced to the system to achieve desired H location, concentration, and configuration. Finally, we assess the device performance at different T and EF to assess memory retention rate. Our approach aims to enhance the functionality of edge computing devices and enable more effective neuromorphic computing that can emulate human brain operations. However, the limitations of this study include potential scalability issues and the necessity for precise control over hydrogen dispersion. Despite these challenges, the research provides valuable insights on how to modify the electrical characteristics of memristors, offering a way forward in the development of advanced silicon based electronic devices.</p>
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Reaction of aqueous ammonium sulfide on SiGe 25%Heslop, Stacy L., Peckler, Lauren, Muscat, Anthony J. 05 1900 (has links)
SiGe 25% substrates were treated with aqueous solutions of ammonium sulfide with and without added acid to understand the adsorption of sulfur on the surface. X-ray photoelectron spectroscopy showed no sulfide layer was deposited from aqueous (NH4)(2)S alone and instead both Si and Ge oxides formed during immersion in the sulfur solution. The addition of hydrofluoric and hydrochloric acids dropped the pH from 10 to 8 and deposited sulfides, yet increased the oxide coverage on the surface and preferentially formed Ge oxides. The sulfur coverage grew with increasing concentrations of acid in the aqueous (NH4)(2)S. The simultaneous deposition of O and S is suspected to be the result of oxidized sulfur species in solution. Metal-insulator-semiconductor capacitor (MISCAP) devices were fabricated to test the electrical consequences of aqueous ammonium sulfide wet chemistries on SiGe. MISCAPs treated with acidic ammonium sulfide solutions contained fewer interface defects in the valence band region. The defect density (D-it) was on the order of 10(+12) cm(-2) eV(-1). The flat band voltage shift was lower after the acidic ammonium sulfide treatment, despite the presence of surface oxides. Adsorption of S and potentially O improved the stability of the surface and made it less electrically active. (C) 2017 American Vacuum Society.
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First-principles calculations of Cu adsorption on an H-terminated Si surfaceFoster, A. S., Gosálvez, M. A., Hynninen, T., Nieminen, R. M., Sato, K. 08 1900 (has links)
No description available.
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Two-dimensional Tellurium: Material Characterizations, Electronic Applications and Quantum TransportGang Qiu (7584812) 31 October 2019 (has links)
<div>Since the debut of graphene, many 2D materials have emerged as promising candidates for silicon alternatives to extend Moore’s Law, such as MoS<sub>2</sub> and phosphorene. However, some common shortcomings such as low mobility, instability and lack of massive production methods limit the exploration and applications of these materials. Here, we introduce a novel member to the 2D category – high-mobility air-stable 2D tellurium film (tellurene).</div><div><br></div><div>Tellurium (Te) is a narrow bandgap semiconductor with unique one-dimensional chiral structure. Recently, a hydrothermal synthesizing method was developed to produce large-area tellurene nanofilms with thickness ranging from tens of nanometers down to few layers. In this thesis, a thorough investigation of Te properties in 2D quantum region was first carried out by various material characterization techniques including TEM and Raman spectroscopy. Potential applications of Te-based electronics, optoelectronic and thermoelectric devices were explored, and high-performance Te FETs were achieved with record-high drive current over 1 A/mm via device scaling and contact engineering. Magneto-transport, including weak anti-localization and Shubnikov-de-Haas oscillations was studied at cryogenic temperature. Quantum Hall effect was observed for the first time in both 2D electron and hole gases with mobility of 6,000 and 3,000 cm<sup>2</sup>/Vs, and non-trivial Berry phase in Te 2D electron system was detected as the first experimental evidence of massive Weyl fermions. This work not only demonstrates the great potential of tellurene films for electronics and quantum device applications, but also expands the spectrum of topological matters into a new material species - Weyl semiconductors.</div>
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Modeling and Applications of Ferroelectric Based DevicesAtanu Kumar Saha (11209926) 30 July 2021 (has links)
<p>To sustain the upcoming paradigm shift in computations
technology efficiently, innovative solutions at the lowest level of the
computing hierarchy (the material and device level) are essential to delivering
the required functionalities beyond what is available with current CMOS platforms.
Motivated by this, in this dissertation, we explore ferroelectric-based devices
for steep-slope logic and energy-efficient non-volatile-memory functionalities
signifying the novel device attributes, possibilities for continual dimensional
scaling with the much-needed enhancement in performance.</p>
<p> </p>
<p>Among various ferroelectric (FE) materials, Zr doped HfO<sub>2</sub>
(HZO) has gained immense research attention in recent times by virtue of CMOS
process compatibility and a considerable amount of ferroelectricity at room
temperature. In this work, we investigate the Zr concentration-dependent
crystal phase transition of Hf<sub>1-x</sub>Z<sub>x</sub>O<sub>2</sub> (HZO)
and the corresponding evolution of dielectric, ferroelectric, and
anti-ferroelectric characteristics. Providing the microscopic insights of
strain-induced crystal phase transformations, we propose a physics-based model
that shows good agreement with experimental results for 10 nm Hf<sub>1-x</sub>Z<sub>x</sub>O<sub>2</sub>.
Further, in a heterogeneous system, ferroelectric materials can exhibit
negative capacitance (NC) behavior. Such NC effects may lead to differential
amplification in local potential and can provide an enhanced charge and
capacitance response for the whole system compared to their constituents. Such
intriguing implications of NC phenomena have prompted the design and
exploration of many ferroelectric-based electronic devices to not only achieve
an improved performance but potentially also overcome some fundamental limits
of standard transistors. However, the microscopic physical origin as well as
the true nature of the NC effect, and direct experimental evidence remain
elusive and debatable. To that end, in this work, we systematically investigate
the underlying physical mechanism of the NC effect in the ferroelectric
material. Based upon the fundamental physics of ferroelectric material, we investigate
different assumptions, conditions, and distinct features of the quasi-static NC
effect in the single-domain and multi-domain scenarios. While the quasi-static
and hysteresis-free NC effect was initially propounded in the context of a single-domain
scenario, we highlight that the similar effects can be observed in multi-domain
FEs with soft domain-wall (DW) displacement. Furthermore, to obtain the
soft-DW, the gradient energy coefficient of the FE material is required to be
higher as well as the ferroelectric thickness is required to be lower than some
critical values. Otherwise, the DW becomes hard, and their displacement would
lead to hysteretic NC effects. In addition to the quasi-static NC, we discuss
different mechanisms that can lead to the transient NC effects. Furthermore, we
provide guidelines for new experiments that can potentially provide new
insights on unveiling the real origin of NC phenomena.</p>
<p> </p>
<p>Utilizing such ferroelectric insulators at the gate stack of
a transistor, ferroelectric-field-effect transistors (FeFETs) have been
demonstrated to exhibit both non-volatile memory and steep-slope logic
functionalities. To investigate such diverse attributes and to enable
application drive optimization of FeFETs, we develop a phase-field simulation
framework of FeFETs by self-consistently solving the time-dependent
Ginzburg-Landau (TDGL) equation, Poisson’s equation, and non-equilibrium
Green’s function (NEGF) based semiconductor charge-transport equation.
Considering HZO as the FE layer, we first analyze the dependence of the multi-domain
patterns on the HZO thickness (<i>T<sub>FE</sub></i>) and their critical role
in dictating the steep-switching (both in the negative and positive capacitance
regimes) and non-volatile characteristics of FeFETs. In particular, we analyze
the <i>T<sub>FE</sub></i>-dependent formation of hard and soft domain-walls
(DW). We show that, <i>T<sub>FE</sub></i> scaling first leads to an increase in
the domain density in the hard DW-regime, followed by soft DW formation and
finally polarization collapse. For hard-DWs, we describe the polarization
switching mechanisms and how the domain density impacts key parameters such as
coercive voltage, remanent polarization, effective permittivity and memory
window. We also discuss the enhanced but positive permittivity effects in
densely pattern multi-domain states in the absence of hard-DW displacement and
its implication in non-hysteretic attributes of FeFETs. For soft-DWs, we
present how DW-displacement can lead to effective negative capacitance in
FeFETs, resulting in a steeper switching slope and superior scalability. In
addition, we also develop a Preisach based circuit compatible model for FeFET
(and antiferroelectric-FET) that captures the multi-domain polarization
switching effects in the FE layer. </p>
<p> </p>
Unlike semiconductor
insulators (e.g., HZO), there are ferroelectric materials that exhibit a
considerably low bandgap (< 2eV) and hence, display semiconducting
properties. In this regard, non-perovskite-based 2D ferroelectric
-In<sub>2</sub>Se<sub>3</sub> shows a bandgap of ~1.4eV and that
suggests a combined ferroelectricity and semiconductivity in the same material
system. As part of this work, we explore the modeling and operational principle
of ferroelectric semiconductor metal junction (FeSMJ) based devices in the
context of non-volatile memory (NVM) application. First, we analyze the
semiconducting and ferroelectric properties of the α-In<sub>2</sub>Se<sub>3</sub> van
der Waals (vdW) stack via experimental characterization and first-principles
simulations. Then, we develop a FeSMJ device simulation framework by
self-consistently solving the Landau–Ginzburg–Devonshire equation, Poisson's
equation, and charge-transport equations. Our simulation results show good
agreement with the experimental characteristics of α-In<sub>2</sub>Se<sub>3</sub>-based
FeSMJ suggesting that the FeS polarization-dependent modulation of Schottky
barrier heights of FeSMJ plays a key role in providing the NVM functionality.
Moreover, we show that the thickness scaling of FeS leads to a reduction in
read/write voltage and an increase in distinguishability. Array-level analysis
of FeSMJ NVM suggests a lower read-time and read-write energy with respect to
the HfO<sub>2</sub>-based ferroelectric insulator tunnel junction (FTJ)
signifying its potential for energy-efficient and high-density NVM applications.
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Neuromorphic electronics with Mott insulatorsMichael Taejoon Park (11896016) 25 July 2022 (has links)
<p>The traditional semiconductor device scaling based on Moore’s law is reaching its physical limits. New materials hosting rich physical phenomena such as correlated electronic behavior may be essential to identify novel approaches for information processing. The tunable band structures in such systems enables the design of hardware for neuromorphic computing. Strongly correlated perovskite nickelates (ReNiO3) represent a class of quantum materials that possess exotic electronic properties such as metal-to-insulator transitions. In this thesis, detailed studies of NdNiO3 thin films from wafer-scale synthesis to structure characterization and to electronic device demonstration will be discussed.</p>
<p>Atomic layer deposition (ALD) of correlated oxide thin films is essential for emerging electronic technologies and industry. We reported the scalable ALD growth of neodymium nickelate (NdNiO3) with high crystal quality using Nd(iPrCp)3, Ni(tBu2-amd)2 and ozone (O3) as precursors. By controlling various growth parameters such as precursor dose time and reactor temperature, we have optimized ALD condition for perovskite phase of NdNiO3. We studied the structure and electrical properties of ALD NdNiO3 films epitaxially grown on LaAlO3 and confirmed their properties were comparable to those synthesized by physical vapor deposition methods. </p>
<p>ReNiO3 undergoes a dramatic phase transition by hydrogen doping with catalytic electrodes independent of temperature. The electrons from hydrogen occupy Ni 3<em>d</em> orbitals and create strongly correlated insulating state with resistance changes up to eight orders of magnitudes. At room temperature, protons remain in the lattice locally near catalytic electrodes and can move by electrical fields due to its charge. The effect of high-speed voltage pulses on the migration of protons in NdNiO3 devices is discussed. After voltage pulses were applied with changing the voltage magnitude in nanosecond time scale, the resistance changes of the nickelate device were investigated. </p>
<p>Reconfigurable perovskite nickelate devices were demonstrated and a single device can switch between multiple electronic functions such as neuron, synapse, resistor, and capacitor controlled by a single electrical pulse. Raman spectroscopy showed that differences in local proton distributions near the Pd electrode leads to different functions. This body of results motivates the search for novel materials where subtle compositional or structural differences can enable different gaps that can host neuromorphic functions.</p>
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Applications of Two-Dimensional Layered Materials in Interconnect TechnologyChun-Li Lo (9337943) 14 September 2020 (has links)
<p>Copper (Cu) has been used as
the main conductor in interconnects due to its low resistivity. However,
because of its high diffusivity, diffusion barriers/liners (tantalum
nitride/tantalum; TaN/Ta) must be incorporated to surround Cu wires. Otherwise,
Cu ions/atoms will drift/diffuse through the inter-metal dielectric (IMD) that
separates two distinct interconnects, resulting in circuit shorting and chip
failures. The
scaling limit of conventional Cu diffusion barriers/liners has become the
bottleneck for interconnect technology, which in turn limits the IC
performance. The interconnect
half-pitch size will reach ~20 nm in the coming sub-5 nm technology nodes.
Meanwhile, the TaN/Ta (barrier/liner) bilayer stack has to be > 4 nm to
ensure acceptable liner and diffusion barrier properties. Since TaN/Ta occupy a
significant portion of the interconnect cross-section and they are much more
resistive than Cu, the effective conductance of an ultra-scaled interconnect
will be compromised by the thick bilayer. Therefore, two dimensional (2D) layered materials have been
explored as diffusion barrier alternatives owing to their atomically thin body thicknesses. However, many of the proposed 2D
barriers are prepared at too high temperatures to be compatible with the
back-end-of-line (BEOL) technology. In addition, as important as the diffusion
barrier properties, the liner properties of 2D materials must be evaluated,
which has not yet been pursued. </p>
The objective of the
thesis is to develop a 2D barrier/liner that overcomes the issues mentioned.
Therefore, we first visit various 2D layered materials to understand their
fundamental capability as barrier candidates through theoretical calculations. Among
the candidates, hexagonal-boron-nitride (h-BN) and molybdenum disulfide (MoS<sub>2</sub>)
are selected for experimental studies. In addition to studying their fundamental properties to know their
potential, we have also developed techniques that can realize
low-temperature-grown 2D layered materials. Metal-organic
chemical vapor deposition (MOCVD)
is adopted for the synthesis of BEOL-compatible MoS<sub>2</sub>. The electrical
test results demonstrate the promises of integrating 2D layered materials to
the state-of-the-art interconnect technology. Furthermore, by considering not
only diffusion barrier properties but also liner properties, we develop another
2D layered material, tantalum sulfide (TaS<sub>x</sub>), using plasma-enhanced chemical vapor deposition (PECVD). The TaS<sub>x</sub> is promising in
both barrier and liner aspects and is BEOL-compatible. Therefore, we believed
that the conventional TaN/Ta bilayer stack can be
replaced with an ultra-thin TaS<sub>x</sub> layer to maximize the Cu volume for
ultra-scaled interconnects and
improve the performance. Furthermore,
Since via resistance has become the bottleneck for
overall interconnect performance, we study the vertical conduction of TaS<sub>x</sub>.
Both the intrinsic and extrinsic properties of this material are investigated
and engineering approaches to improve the vertical conduction are also tested. Finally,
we explore the possibilities of benefiting from 2D materials in other
applications and propose directions for future studies.
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Quantitative Prediction of Non-Local Material and Transport Properties Through Quantum Scattering ModelsPrasad Sarangapani (5930231) 16 January 2020 (has links)
<div> Challenges in the semiconductor industry have resulted in the discovery of a plethora of promising materials and devices such as the III-Vs (InGaAs, GaSb, GaN/InGaN) and 2D materials (Transition-metal dichalcogenides [TMDs]) with wide-ranging applications from logic devices, optoelectronics to biomedical devices. Performance of these devices suffer significantly from scattering processes such as polar-optical phonons (POP), charged impurities and remote phonon scattering. These scattering mechanisms are long-ranged, and a quantitative description of such devices require non-local scattering calculations that are computationally expensive. Though there have been extensive studies on coherent transport in these materials, simulations are scarce with scattering and virtually non-existent with non-local scattering. </div><div> </div><div>In this work, these scattering mechanisms with full non-locality are treated rigorously within the Non-Equilibrium Green's function (NEGF) formalism. Impact of non-locality on charge transport is assessed for GaSb/InAs nanowire TFETs highlighting the underestimation of scattering with local approximations. Phonon, impurity scattering, and structural disorders lead to exponentially decaying density of states known as Urbach tails/band tails. Impact of such scattering mechanisms on the band tail is studied in detail for several bulk and confined III-V devices (GaAs, InAs, GaSb and GaN) showing good agreement with existing experimental data. A systematic study of the dependence of Urbach tails with dielectric environment (oxides, charged impurities) is performed for single and multilayered 2D TMDs (MoS2, WS2 and WSe2) providing guideline values for researchers. </div><div><br></div><div>Often, empirical local approximations (ELA) are used in the literature to capture these non-local scattering processes. A comparison against ELA highlight the need for non-local scattering. A physics-based local approximation model is developed that captures the essential physics and is computationally feasible.</div>
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Quantum phenomena for next generation computingChinyi Chen (8772923) 30 April 2020 (has links)
<div>With the transistor dimensions scaling down to a few atoms, quantum phenomena - like quantum tunneling and entanglement - will dictate the operation and performance of the next generation of electronic devices, post-CMOS era. While quantum tunneling limits the scaling of the conventional transistor, Tunneling Field Effect Transistor (TFET) employs band-to-band tunneling for the device operation. This mechanism can reduce the sub-threshold swing (S.S.) beyond the Boltzmann's limit, which is fundamentally limited to 60 mV/dec in a conventional Si-based metal-oxide-semiconductor field-effect transistor (MOSFET). A smaller S.S. ensures TFET operation at a lower supply voltage and, therefore, at lesser power compared to the conventional Si-based MOSFET.</div><div><br></div><div>However, the low transmission probability of the band-to-band tunneling mechanism limits the ON-current of a TFET. This can be improved by reducing the body thickness of the devices i.e., using 2-Dimensional (2D) materials or by utilizing heterojunction designs. In this thesis, two promising methods are proposed to increase the ON-current; one for the 2D material TFETs, and another for the III-V heterojunction TFETs.</div><div><br></div><div>Maximizing the ON-current in a 2D material TFET by determining an optimum channel thickness, using compact models, is presented. A compact model is derived from rigorous atomistic quantum transport simulations. A new doping profile is proposed for the III-V triple heterojunction TFET to achieve a high ON-current. The optimized ON-current is 325 uA/um at a supply voltage of 0.3 V. The device design is optimized by atomistic quantum transport simulations for a body thickness of 12 nm, which is experimentally feasible.</div><div> </div><div>However, increasing the device's body thickness increases the atomistic quantum transport simulation time. The simulation of a device with a body thickness of over 12 nm is computationally intensive. Therefore, approximate methods like the mode-space approach are employed to reduce the simulation time. In this thesis, the development of the mode-space approximation in modeling the triple heterojunction TFET is also documented.</div><div><br></div><div>In addition to the TFETs, quantum computing is an emerging field that utilizes quantum phenomena to facilitate information processing. An extra chapter is devoted to the electronic structure calculations of the Si:P delta-doped layer, using the empirical tight-binding method. The calculations agree with angle-resolved photoemission spectroscopy (ARPES) measurements. The Si:P delta-doped layer is extensively used as contacts in the Phosphorus donor-based quantum computing systems. Understanding its electronic structure paves the way towards the scaling of Phosphorus donor-based quantum computing devices in the future.</div>
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Reduced Degradation of CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> Solar Cells by Graphene EncapsulationKyle Reiter (6639662) 14 May 2019 (has links)
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<p>Organic-inorganic halide perovskite solar cells have increased efficiencies substantially
(from 3% to > 22%), within a few years. However, these solar cells degrade very rapidly due to
humidity and no longer are capable of converting photons into electrons. Methylammonium
Lead Triiodide (CH3NH3PbI3 or MAPbI3) is the most common type of halide perovskite solar
cell and is the crystal studied in this thesis. Graphene is an effective encapsulation method of
MAPbI3 perovskite to reduce degradation, while also being advantageous because of its excellent
optical and conductive properties. Using a PMMA transfer method graphene was chemical vapor
depostion (CVD) grown graphene was transferred onto MAPbI3 and reduced the MAPbI3
degradation rate by over 400%. The PMMA transfer method in this study is scalable for roll-to-
roll manufacturing with fewer cracks, impurites, and folds improving upon dry transfer methods.
To characterize degradation a fluorescent microscope was used to capture photoluminescence
data at initial creation of the samples up to 528 hours of 80% humidity exposure. Atomic force
microscopy was used to characterize topographical changes during degradation. The study
proves that CVD graphene is an effective encapsulation method for reducing degradation of
MAPbI3 due to humidity and retained 95.3% of its initial PL intensity after 384 hours of 80%
humidity exposure. Furthermore, after 216 hours of 80% humidity exposure CVD graphene
encapsulated MAPbI3 retained 80.2% of its initial number of peaks, and only saw a 35.1%
increase in surface height. Comparatively, pristine MAPbI3 only retained 16% of its initial
number of peaks and saw a 159% increase in surface height.
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