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Robustness may be at odds with accuracy

Robustness may be at odds with accuracy Tsipras, Dimitris; Santurkar, Shibani (Shibani Vinay); Engstrom, Logan G.; Turner, Alexander M.; Madry, Aleksander We show that there exists an inherent tension...

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Improving wafer-scale Josephson junction resistance variation in...

Improving wafer-scale Josephson junction resistance variation in superconducting quantum coherent circuits Kreikebaum, J M; O'Brien, Kevin; Morvan, A; Siddiqi, I Quantum bits, or qubits, are an example...

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Actinide-rich and Actinide-poor r-process-enhanced Metal-poor Stars Do Not...

Actinide-rich and Actinide-poor r-process-enhanced Metal-poor Stars Do Not Require Separate r-process Progenitors Holmbeck, Erika M.; Frebel, Anna L.; McLaughlin, G. C.; Mumpower, Matthew R.; Sprouse,...

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Compact and high-precision wavemeters using the Talbot effect and signal...

Compact and high-precision wavemeters using the Talbot effect and signal processing Han, Ningren; West, Gavin Neal; Atabaki, Amir H; Burghoff, David Patrick; Ram, Rajeev J Precise knowledge of a...

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Digital Optical Neural Networks for Large-Scale Machine Learning

Digital Optical Neural Networks for Large-Scale Machine Learning Bernstein, Liane; Sludds, Alexander; Hamerly, Ryan M; Sze, Vivienne; Emer, Joel S; Englund, Dirk R. We propose a digital incoherent...

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Using Dataflow to Optimize Energy Efficiency of Deep Neural Network Accelerators

Using Dataflow to Optimize Energy Efficiency of Deep Neural Network Accelerators Chen, Yu-Hsin; Emer, Joel S; Sze, Vivienne The authors demonstrate the key role dataflows play in the optimization of...

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A method to estimate the energy consumption of deep neural networks

A method to estimate the energy consumption of deep neural networks Yang, Tien-Ju; Chen, Yu-Hsin; Emer, Joel S; Sze, Vivienne Deep Neural Networks (DNNs) have enabled state-of-the-art accuracy on many...

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Designing complex architectured materials with generative adversarial networks

Designing complex architectured materials with generative adversarial networks Mao, Yunwei; He, Qi; Zhao, Xuanhe Architectured materials on length scales from nanometers to meters are desirable for...

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Artificial intelligence-based prediction of transfusion in the intensive care...

Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding Finkelstein, Stan Neil; Celi, Leo Anthony G. Objective Gastrointestinal...

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Corrsin lecture on hairy hydrodynamics

Corrsin lecture on hairy hydrodynamics Hosoi, Anette E. Flexible slender structures in flow are everywhere. While a great deal is known about individual flexible fibers interacting with fluids,...

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Fabrication and measurement of 3D printed retroreflective fibers

Fabrication and measurement of 3D printed retroreflective fibers Ghebrebrhan, Michael; Loke, Gabriel; Fink, Yoel Additive manufacturing enables new fiber preform geometries to be built that were either...

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Multi-Inverter Discrete Backoff: A High-Efficiency, Wide-Range RF Power...

Multi-Inverter Discrete Backoff: A High-Efficiency, Wide-Range RF Power Generation Architecture Zhang, Haoquan; Al Bastami, Anas Ibrahim; Jurkov, Alexander S.; Radomski, Aaron; Perreault, David J...

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Control for Dynamic Positioning and Way-point Tracking of Underactuated...

Control for Dynamic Positioning and Way-point Tracking of Underactuated Autonomous Underwater Vehicles Using Sliding Mode Control Elmokadem, Taha; Zribi, Mohamed; Youcef-Toumi, Kamal Abstract:...

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Learning directed acyclic graph models based on sparsest permutations

Learning directed acyclic graph models based on sparsest permutations Raskutti, Garvesh; Uhler, Caroline We consider the problem of learning a Bayesian network or directed acyclic graph model from...

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Nuclear Mechanopathology and Cancer Diagnosis

Nuclear Mechanopathology and Cancer Diagnosis Uhler, Caroline; Shivashankar, G.V. Abnormalities in nuclear and chromatin organization are hallmarks of many diseases including cancer. This review...

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Chromosome Intermingling: Mechanical Hotspots for Genome Regulation

Chromosome Intermingling: Mechanical Hotspots for Genome Regulation Uhler, Caroline; Shivashankar, G.V. Cells sense physical and chemical signals from their local microenvironment and transduce them to...

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A Spectral Approach to Model-Based Noninvasive Intracranial Pressure Estimation

A Spectral Approach to Model-Based Noninvasive Intracranial Pressure Estimation Jaishankar, Rohan; Fanelli, Andrea; Filippidis, Aristotelis; Vu, Thai; Holsapple, James; Heldt, Thomas Background:...

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A general fluid–sediment mixture model and constitutive theory validated in...

A general fluid–sediment mixture model and constitutive theory validated in many flow regimes Baumgarten, Aaron S; Kamrin, Kenneth N We present a thermodynamically consistent constitutive model for...

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Collisional cooling of ultracold molecules

Collisional cooling of ultracold molecules Son, Hyungmok; Park, Juliana J.; Ketterle, Wolfgang; Jamison, Alan O Since the original work on Bose–Einstein condensation1,2, the use of quantum degenerate...

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Exhaled aerosol increases with COVID-19 infection, age, and obesity

Exhaled aerosol increases with COVID-19 infection, age, and obesity Edwards, David A.; Ausiello, Dennis; Salzman, Jonathan; Devlin, Tom; Langer, Robert S; Beddingfield, Brandon J.; Fears, Alyssa C.;...

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