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A Machine Learning Algorithm for Material Property Predictions Faster: this approach provides a speed up of several orders of magnitude relative to the current methods Accuracy: despite faster speed, accuracy is not compromised Efficient: solves electronic structure problems	7969
A Low-Loss Broadband Quadrature Signal Generation Technique for Highly Balanced Signals Superior: Provides lower loss, wider bandwidth, better mismatch reduction, zero power consumption, and more balanced quadrature signals compared with other currently available technologies Validated: Achieves an average IRR of 37.5 dB across 40-76 GHz and 33.5 dB across 40-102 GHz, with each stage of the network enhancing IRR by approximately 8 dB in verification of proof-of-concept image-reject mixers Convenient: Eliminates the need for additional calibration and tuning and has reduced sensitivity to fabrication process variations	7888
A First-of-its-Kind, Ultra-Low Voltage Single-Element Amplified Backscatter System Streamlined: Uses a single element—one tunnel diode with few passive components—to achieve dual functionality of simultaneous oscillation and reflection-amplification Efficient: Combines the features of conventional RFIDs and tunnel diode-based reflection amplifiers while using an extremely low biasing voltage of only 88 mV, consuming only 20 μW, and offering a reflection gain of 48 dB Long range: Provides the highest observed gain in the literature for a given input power	8375
A First-of-its-Kind Power Amplifier-Based Network for Efficient Broadband Operations Unmatched: Provides first-of-its-kind broadband performance with 26-41 GHz instantaneous 1 dB power gain bandwidth and 25.8-41.3 GHz instantaneous P1dB output power bandwidth—both of which far out-perform currently available techniques Simplified: Sidesteps the need for any tuning or reconfiguration while still providing best-in-class broadband performance Efficient: Significantly improves power amplifier back-off and average efficiency with two efficiency peaks and deep power back-off (12 dB), and maintains better than 38% power-added efficiency at P1dB	8158, 8159
A Chip-Scale Linear Ion Trap to Enable Portable Mass Spectrometers Enabling: Can be used in the development of much smaller mass spectrometers than are currently available—from benchtop devices to handheld or even smaller instruments—which would extend their use to applications in which they are not currently cost effective High-performance: Provides better than unit-mass resolution and high detection efficiency, and operates at much higher pressures than larger mass analyzers, as shown during lab-based simulations Multi-modal: Allows for several different modes of operation and enables tandem(MS/MS or MS2) or multi-stage/sequential (MSn) mass spectrometry, greatly improving capability compared with other analyzers	8137
A Broadband Mm-Wave for Multi-Band Applications Higher efficiency in the power back-off Higher linearity in the power back-off Higher modulation speed up-to Giga-symbols	7352
A Biomimetic Nose with Machine Learning for Advanced Threat Detection Enhanced chemical detection: Reduces proximity issues and enhances detection Functional in air and liquid mediums: Can detect single or multiple chemical agents even when the medium contains both a liquid and a gas. An attachment makes it possible to use the device in liquid with air monitoring sensors. Continuous improvement: Uses machine learning algorithms to continually improve agent characterization	7796
A Biological Computing Framework for Living Systems Innovative: Builds on probabilistic computing principles to construct analog biological bits, enabling an entirely new set of logic gates and algorithms and potentially allowing users to solve previously intractable problems Robust: Can sense every extracellular protease encoded in the human genome, for which there is a known peptide substrate, enabling a simple plug-and-play framework for communicating with a variety of biological activities and offering performance competitive with DNA-based computers but with increased processing speed Relevant: Provides a framework based on biological activity and constructed from biological materials, which enables a direct interface with and understanding of living materials and systems	8009
A Biodegradable Polymer for Medical Applications Adaptive and applicable – mechanical properties can be tailored to the desired medical application Controlled biodegradation- biodegradation profile is easily adjustable	5121
A Bi-Directional Amplifier for 5G Communication Reverse isolation, higher gain, and better stability at millimeter-wave frequencies Doesn’t require high supply level Efficiently meets bandwidth and mobile data demand	7790
3D Printed Tissue-Mimicking Phantoms Fabricates patient-specific tissue-mimicking phantoms with accurate biomechanical properties, in addition to accurate geometric properties Associates biomechanical properties with gender, age, and other physiological/pathological conditions of the patient	7339
3D Printed Device for Tumor Cell Diagnostics Minimally invasive – potentially eliminates the need for invasive serial biopsies Cheaper – simple manufacturing process Disposable - size and materials allow for easy disposal	7346
3D Printed Auxetic Scaffolds for Tissue Engineering Faster cell growth rate- decreases average cell age in the finished product and increases vitality Affordable and timely approach for regenerating tissues and replacing native tissues Continuous entry and circulation of nutrients results in less variability between cells	7335
3D Optical Microscope Imaging System Versatile — Analyze several small scale samples Easy-to-use — Decoding of the 3D information is straightforward and involves only 2D digital image correlation (2D-DIC) calculations or other types of 2D displacement analysis Accurate — High measurement accuracy (sub-pixel accuracy of ~10)	6136
3D Light-Field Endoscopy Using a Gradient Index Lens Array Measurements: system achieves 'true quantitative' 3D information Imaging and visualization: system brings a great potential for fast 3D quantitative imaging, visualization, and synthesis of the focal stacks Material: method is glass-free	8283
3D Light-Field Endoscopy for High-Precision Microsurgery Enhanced control and safety: Real time visual navigation enhances guidance and intervention in complex microenvironments, maintaining high spatial resolution while providing quantitative depth information Comfortable: System does not require 3D glasses that can cause physician dizziness or headaches after long periods of use Streamlined: Technique eliminates the need for other imaging procedures such as micro-CT or MRI to quantify the 3D morphology of tissue	8848
2D Array Device Simple – does not require microstructure fabrication or periphery equipment, such as pressure-driven pumps to operate Unique – loading method enables rapid sample loading and high-percentage sample isolation simultaneously Cheaper – improvements in efficiency and robustness reduce complexity and overhead expenses	8253
'Security Refresh': Protecting Phase-Change Memory Longer memory lifespan — Lifetime is extended by creating even wear-out Versatile — Not limited to PCM, can be applied to any future memory technology that suffers from limited write endurance Secure — Protects against attacks by masking actual data location	5601
Virtually Levitated Hybrid Shell Resonator Gyroscope Low Cost – Successful fabrication and operation of micro-hemispherical shell resonators (mHSR) have provided great potential for low-cost fabrication of integrated micro-hemispherical resonating gyroscopes (mHRG). Simplified Process – Self-aligned drive, sense and tuning electrodes, all fabricated using a single wafer process Increased Sensitivity – Strong rotation rate sensitivity	6855, 6581

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