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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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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Robert Dunn / Michael Brandstein / Bengt Borgstrom
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Christina Liao / Alexander Amini / Igor Gilitschenski / Felix Naser / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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A Simple Method to Generate Random Quantum States and Verify Quantum Devices

Technology / Case number: #23147J
Daniel Mark / Adam Shaw / Joonhee Choi / Manuel Endres / Soonwon Choi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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VCSEL-based Coherent Scalable dEep Learning (VCSEL)

Technology / Case number: #24366J
Dirk R Englund / Zaijun Chen / Ryan Hamerly
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Universal GRAND Decoder

Technology / Case number: #22356J
Muriel Medard / Wei An / Vaibhav Bansal / Amit Solomon / Rabia Yazicigil Kirby / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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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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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 J. 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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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Agustin Di Paolo / Alexandre Blais / Catherine Leroux / Roni Winik / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
John Joseph Leonard / Xin Huang / Ashkan M. Jasour / Stephen McGill / Igor Gilitschenski / Guy Rosman / Brian Charles Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Xiao Li / Cristian-Ioan Vasile / Igor Gilitschenski / Minoru Araki / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
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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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Makram Chahine / Mathias Lechner / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Provably Secure Large Language Models

Technology / Case number: #25397J
Boris Katz / Juan Ignacio Cases Martin / Christian Arnold / Abdul Alabdulkareem / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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TSV Qubit

Technology / Case number: #22218L
Jamie Kerman / Thomas Hazard / Justin Mallek / Cyrus Hirjibehedin / Mollie Schwartz / Wayne Woods / Jonilyn Yoder / Danna Rosenberg / Donna-Ruth Yost / William Oliver
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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New Ionizable Lipid Library Suitable for Multiple Organ Targeting Derived From High Throughput Combinatorial Synthesis and Screening

Technology / Case number: #23406
Daniel Anderson / Idris Raji / Akiva Gordon / Bowen Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Mina Konakovic Lukovic / Hanns-Hagen Goetzke / Bernhard Von Vacano / Klaus Stoll / Mina Lukovic / Wan Shou / Timothy Erps / Michael Foshey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Decoding by Guessing Noise II

Technology / Case number: #20215J
Muriel Medard / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Scalable Ultra Low Latency Photonic Tensor Processor

Technology / Case number: #23088
Dirk R Englund / Alexander Sludds / Liane Sarah Bel Bernstein
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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High Coherence, Small Footprint Superconducting Qubit made by Stacking up Atomically Thin Crystals

Technology / Case number: #21842
William Oliver / Joel IJ Wang / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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