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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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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Universal GRAND Decoder

Technology / Case number: #22356J
Kenneth Duffy / Rabia Yazicigil Kirby / Amit Solomon / Vaibhav Bansal / Wei An / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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End-to-End Research and Development Assistance through First-Principles Model-Based Reasoning and Intelligent Test & Measurement

Technology / Case number: #25660
Dirk Englund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Disclosure 2:Autonomous Self-Driving Electrical Loads

Technology / Case number: #21182
John Nowocin / Peter Lindahl / Spencer Shabshab / Steven Leeb
Technology Areas: Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Andrei Barbu / Yen-Ling Kuo / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Simon Gustavsson / Roni Winik / Catherine Leroux / Alexandre Blais / Agustin Di Paolo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Social Behavior for Autonomous Vehicles

Technology / Case number: #21875
Daniela Rus / Sertac Karaman / Javier Alonso Mora / Alyssa Pierson / Wilko Schwarting
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Universal-Pitch Self-aligning Photonic Interconnect Cable (USPIC) for Photonic Integrated Circuits

Technology / Case number: #22410
Dirk Englund / Saumil Bandyopadhyay
Technology Areas: Chemicals & Materials / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Self-Configuration and Error Correction in Linear Photonic Circuits

Technology / Case number: #23341J
Dirk Englund / Ryan Hamerly / Saumil Bandyopadhyay
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World
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Efficient Module-Level Dynamic Analysis for Dynamic Languages with Module Recontextualization

Technology / Case number: #23551
Nikolaos Vasilakis / Martin Rinard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Cyber-Secure Dynamic Monitoring and Decision Systems (CS-DyMonDS)

Technology / Case number: #23585
Marija Ilic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk Englund / Mikkel Heuck / Stefan Krastanov / Jasvith Basani
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World, Advanced Materials
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A Method to Extract Physical Behavior Directly from Simple Visual Empirical Observation Via a Deep Learning Model, for a Material Agnostic Approach to Predicting Compressive Beam Buckling

Technology / Case number: #24061
Markus Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk Englund / Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Alexander Amini / Ramin Hasani / Noel Loo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Longevity Planning Blocks for use in Retirement Planning

Technology / Case number: #24907
Joseph Coughlin / Sheng-Hung Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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EOG-IMU Glasses for Free-Moving Use

Technology / Case number: #25702
Kamal Youcef-Toumi / Xiaotong Zhang / Lianming Hu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Physics-Enhanced Deep Surrogates for PDEs

Technology / Case number: #24132J
Youssef Mroueh / Payel Das / Raphael Pestourie / Christopher Rackauckas / Steven Johnson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
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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