Search Results - "Ravaioli, Umberto"

Prediction and optimization of mechanical properties of composites using convolutional neural networks by Abueidda, Diab W., Almasri, Mohammad, Ammourah, Rami, Ravaioli, Umberto, Jasiuk, Iwona M., Sobh, Nahil A.

“…In this paper, we develop a convolutional neural network model to predict the mechanical properties of a two-dimensional checkerboard composite quantitatively…”
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Impact of phonon-surface roughness scattering on thermal conductivity of thin si nanowires by Martin, Pierre, Aksamija, Zlatan, Pop, Eric, Ravaioli, Umberto

“…We present a novel approach for computing the surface roughness-limited thermal conductivity of silicon nanowires with diameter D<100 nm. A frequency-dependent…”
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P2PLoc: Peer-to-Peer Localization of Fast-Moving Entities by Dhekne, Ashutosh, Ravaioli, Umberto J., Choudhury, Romit Roy

“…P2PLoc envisions wearable Internet of Things devices that compute the relative positions of each user, resulting in a topology or configuration of mobile users…”
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Safe Reinforcement Learning Benchmark Environments for Aerospace Control Systems by Ravaioli, Umberto J., Cunningham, James, McCarroll, John, Gangal, Vardaan, Dunlap, Kyle, Hobbs, Kerianne L.

“…Recent advancements in reinforcement learning techniques demonstrate an ability to make decisions in high dimen-sional state spaces and complex real-time…”
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Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform by Blatti, 3rd, Charles, Emad, Amin, Berry, Matthew J, Gatzke, Lisa, Epstein, Milt, Lanier, Daniel, Rizal, Pramod, Ge, Jing, Liao, Xiaoxia, Sobh, Omar, Lambert, Mike, Post, Corey S, Xiao, Jinfeng, Groves, Peter, Epstein, Aidan T, Chen, Xi, Srinivasan, Subhashini, Lehnert, Erik, Kalari, Krishna R, Wang, Liewei, Weinshilboum, Richard M, Song, Jun S, Jongeneel, C Victor, Han, Jiawei, Ravaioli, Umberto, Sobh, Nahil, Bushell, Colleen B, Sinha, Saurabh

“…We present Knowledge Engine for Genomics (KnowEnG), a free-to-use computational system for analysis of genomics data sets, designed to accelerate biomedical…”
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Electronic Response and Bandstructure Modulation of Carbon Nanotubes in a Transverse Electrical Field by Li, Yan, Rotkin, Slava V, Ravaioli, Umberto

“…The electronic properties of carbon nanotubes (NTs) in a uniform transverse field are investigated within a single orbital tight-binding (TB) model. For doped…”
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ClusterEnG: an interactive educational web resource for clustering and visualizing high-dimensional data by Manjunath, Mohith, Zhang, Yi, Yeo, Steve H, Sobh, Omar, Russell, Nathan, Followell, Christian, Bushell, Colleen, Ravaioli, Umberto, Song, Jun S

“…Clustering is one of the most common techniques used in data analysis to discover hidden structures by grouping together data points that are similar in some…”
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Single-Channel Current Through Nicotinic Receptor Produced by Closure of Binding Site C-Loop by Wang, Hai-Long, Toghraee, Reza, Papke, David, Cheng, Xiao-Lin, McCammon, J. Andrew, Ravaioli, Umberto, Sine, Steven M.

“…We investigated the initial coupling of agonist binding to channel gating of the nicotinic acetylcholine receptor using targeted molecular-dynamics (TMD)…”
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A Universal Framework for Generalized Run Time Assurance with JAX Automatic Differentiation by Ravaioli, Umberto J., Dunlap, Kyle, Hobbs, Kerianne

“…With the rise of increasingly complex autonomous systems powered by black box AI models, there is a growing need for Run Time Assurance (RTA) systems that…”
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InvertNet: a new paradigm for digital access to invertebrate collections by Dietrich, Chris, Hart, John, Raila, David, Ravaioli, Umberto, Sobh, Nahil, Sobh, Omar, Taylor, Chris

“…InvertNet, one of the three Thematic Collection Networks (TCNs) funded in the first round of the U.S. National Science Foundation's Advancing Digitization of…”
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Reduced Thermal Conductivity in Nanoengineered Rough Ge and GaAs Nanowires by Martin, Pierre N, Aksamija, Zlatan, Pop, Eric, Ravaioli, Umberto

“…We model and compare the thermal conductivity of rough semiconductor nanowires (NWs) of Si, Ge, and GaAs for thermoelectric devices. On the basis of full…”
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Moving mesh adaptation for Si and GaN-based power device simulation by Ismail, Fawad, Sarker, Palash, Mohamed, Mohamed, Kim, Kyekyoon, Ravaioli, Umberto

“…In this paper, we describe the development of moving mesh adaptation framework and its application to charge transport simulation of semiconductor devices,…”
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A Conjoined Electron and Thermal Transport Study of Thermal Degradation Induced During Normal Operation of Multigate Transistors by Mohamed, Mohamed, Aksamija, Zlatan, Vitale, Wolfgang, Hassan, Fawad, Kyeong-Hyun Park, Ravaioli, Umberto

“…A 3-D full-band particle Monte Carlo (MC) simulator, with full electron and phonon dispersion and a 2-D quantum correction is self-consistently coupled to a…”
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Junctionless MOSFETs with laterally graded-doping channel for analog/RF applications by Chen, Yongbo, Mohamed, Mohamed, Jo, Michael, Ravaioli, Umberto, Xu, Ruimin

“…In this paper, we propose a laterally graded-channel pseudo-junctionless (GPJL) MOSFET for analog/RF applications. We examine the dynamical performance of GPJL…”
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Full band Monte Carlo calculations of velocity-field characteristics of wurtzite ZnO by Guo, Baozeng, Ravaioli, Umberto, Staedele, Maritin

“…The calculated results of electron transport properties of wurtzite ZnO with the full band Monte Carlo simulations are presented. The electronic band structure…”
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Reinforcement Learning Heuristics for Aerospace Control Systems by Robinette, Preston K., Heiner, Benjamin K., Ravaioli, Umberto, Hamilton, Nathaniel, Johnson, Taylor T., Hobbs, Kerianne L.

“…Reinforcement learning (RL) is a form of machine learning (ML) where an agent is directed to a goal by learning from interactions within an environment. RL has…”
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A quantum correction based on Schrodinger equation applied to Monte Carlo device simulation by Winstead, B., Ravaioli, U.

“…A full-band Monte Carlo model has been coupled to a Schrodinger equation solver to account for the size quantization effects that occur at heterojunctions,…”
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Uygulamalı elektromanyetiğin temelleri: Fawwaz T. Ulaby, Eric Michielssen, Umberto Ravaioli ; çeviri editörleri, Erdem Yazgan, Gökçen Turgut ; çevirenler, Işıl Birinci, Emrah Öncü by Ulaby, Fawwaz T, Michielssen, Eric, Ravaioli, Umberto, Yazgan, Erdem, Turgut, Gökşen, Birinci, Işıl, Öncü, Emrah

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A Backscattering Model Incorporating the Effective Carrier Temperature in Nano-MOSFET by Giusi, Gino, Iannaccone, G., Crupi, F., Ravaioli, U.

“…In this letter, we propose a channel backscattering model in which increased carrier temperature at the top of the potential energy barrier in the channel is…”
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Design Guidelines and Limitations of Multilayer Two-dimensional Vertical Tunneling FETs for UltraLow Power Logic Applications by Lu, Shang-Chun, Chu, Yuanchen, Kim, Youngseok, Mohamed, Mohamed Y., Klimeck, Gerhard, Palacios, Tomas, Ravaioli, Umberto

“…New designs for vertical 2D-materials-based TFETs are proposed in this paper adopting asymmetric layer numbers for the top and bottom layer with undoped…”
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