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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Jason Thornton / Michael Chan / Ronald Duarte / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Visible Light-Driven CO2 Capture and Release Using Photoactive Pyranine in Water in Continuous Flow

Technology / Case number: #25603
Trevor Hatton / Hyowon Seo / Johannes Schretter
Technology Areas: Communication Systems / Environmental Engineering / Sensing & Imaging
Impact Areas: Climate Stabilization, Sustainable Future
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  • CO2 Capture
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Multipolarized Vector Sensor Array Antenna System for Radio Astronomy Applications

Technology / Case number: #18263L
Peter Hurst / Frank Robey / Mark Silver / Joseph D'Arco / Alan Fenn
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Uncharted Frontiers
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Wideband Equalization of Narrowband Receiver

Technology / Case number: #18302L
Xiao-Yu Wang / Matthew Guyton
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Substrate Containing Latent Vaporization Reagents

Technology / Case number: #18922L
Jude Kelley / Roderick Kunz / Richard Kingsborough
Technology Areas: Sensing & Imaging
Impact Areas: Advanced Materials
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Computational Reconfigurable Imaging Spectrometer (CRISP)

Technology / Case number: #19426L
Charles Wynn / Yaron Rachlin / Adam Milstein / Ryan Sullenberger / Sumanth Kaushik
Technology Areas: Agriculture & Food / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living, Sustainable Future
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Plug-and-Play Reconfigurable Electric Power Microgrid

Technology / Case number: #19465L
Xia Miao / Rupamathi Jaddivada / Marija Ilic
Technology Areas: Computer Science / Energy & Distribution
Impact Areas: Sustainable Future
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Novel Technique for Adaptive Digital Cancellation Using Probe Waveforms

Technology / Case number: #19414L
Jonathan Doane
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Method of Assessing Uniformity of Periodic Structures Based on the Decay Time of Laser-Generated Acoustic Vibrations

Technology / Case number: #18820J
Hyun Shin / Abdelhak Bensaoula / Jateen Gandhi / Donna Stokes / Rebecca Forrest / Keith Nelson / Alexei Maznev
Technology Areas: Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Advanced Materials
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Filter-Enhanced Directly-Modulated-Laser Receiver

Technology / Case number: #25771L
David Caplan
Technology Areas: Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Connected World
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Analog AI-Assisted Information Compressor Processor

Technology / Case number: #25685
Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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Microwave Single-Photon Detection using a Hybrid Spin-Optomechanical Quantum Interface

Technology / Case number: #25627
Dirk Englund / Ethan Arnault / Pratyush Anand
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Double Reflection Two Mirror Telescope with Continuous Surfaces and Field Corrector

Technology / Case number: #19085L
Gregory Cappiello
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Methods for Detecting Objects-of-Interest in Underwater Environments

Technology / Case number: #19215L
Michael Chan / Daniel Scarafoni / Alexander Bockman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Loading Classical Data Into a Quantum Computer

Technology, Software / Case number: #20022L
Timothy Braje / John Cortese
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Task-Guided Graph Augmentation and Editing for Node Classification and Fraud Detection

Technology / Case number: #25636J
David Cox / Shuaicheng Zhang / Yada Zhu / Xiaojie Guo
Technology Areas: Computer Science
Impact Areas: Connected World
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Chemical Labeling and Identification via Chemical Featurization, Machine Learning, and Graph Analysis

Technology / Case number: #25563
Brett McGuire / Zachary Fried
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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A Method and Apparatus for Moisture Extraction from Superabsorbent Materials by Vibrational Actuation

Technology / Case number: #25345
Svetlana Boriskina / Ikra Iftekhar Shuvo
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World
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A Polymer-Based Flexible and Thermally Stable Chemiresistive Sensor for Real-Time Monitoring of NO2 Gas Emission

Technology / Case number: #25099
Aristide Gumyusenge / Geongug Yang
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Sustainable Future, Connected World
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All-to-All Connected Ising Machines with Free-Space Optical Interconnects

Technology / Case number: #21178L
William Herzog / Jeffrey Chou / Suraj Bramhavar / Siddhartha Ghosh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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