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A New Neural Network Structure to Extract Features for Multivariable Time Series Problem

Technology / Case number: #24497J
Alexandre Megretski / Luca Daniel / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Computer Science
Impact Areas: Healthy Living
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Radio Frequency Cyber Physical Sensing Modes for Non-Invasive Faults Diagnosis of Rotating Shafts

Technology / Case number: #22500J
Steven Yeung / Mikio Furokawa / Kamal Youcef-Toumi / Takayuki Hirano / Ali Hamoud M AlShehri
Technology Areas: Computer Science / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World
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Leaf Spring with High Resolution Stiffness Control

Technology / Case number: #22649TE
Emily Rogers-Bradley / Hugh Herr
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Clean Noisy Image Decomposition For Self Supervised GAN Speckle Reduction For Synthetic Aperture Radar

Technology / Case number: #22903L
Prafull Sharma / Michael Newey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Two Person Mixture Deconvolution for Application with ForenSeq Kintelligence Workflow

Technology / Case number: #24078L
Philip Fremont-Smith / Chelsea Lennartz / Natalie Damaso
Technology Areas: Chemicals & Materials / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Method for Improving Certification-Based Robust Training by Refining Decision Boundary

Technology / Case number: #24050J
Alexandre Megretski / Luca Daniel / Pin-Yu Chen / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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QGRAND - Quantized Guessing Additive Noise Decoding

Technology / Case number: #23943J
Kenneth Duffy / Evan Gabhart / Muriel Medard
Technology Areas: Computer Science
Impact Areas: Advanced Materials
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Microbial Engineering for The Production of Carotenoids from Acid Whey

Technology / Case number: #23719J
Adrian Fay / Yongshuo Ma / Konstantinos Katsimpouras / Junichi Mano / Gregory Stephanopoulos
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Connected World
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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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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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Programable Fluidic Chip

Technology / Case number: #25589
Alfredo Alexander-Katz / Guillermo Hernandez-Mendoza
Technology Areas: Biotechnology / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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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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Modular System for Lyophilization

Technology / Case number: #22603
Alexander Slocum / Bernhardt Trout
Technology Areas: Biotechnology / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Healthy Living
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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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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