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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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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Alexander Amini / Ramin Hasani / Mathias Lechner / Makram Chahine
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: #25397
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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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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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
Guy Rosman / Igor Gilitschenski / Stephen McGill / Ashkan M. Jasour / Xin Huang / John Leonard / Brian 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 / Guy Rosman / Sertac Karaman / Minoru Araki / Igor Gilitschenski / Cristian-Ioan Vasile / Xiao Li
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
Andrew Kerman / William Oliver / Donna-Ruth Yost / Danna Rosenberg / Jonilyn Yoder / Wayne Woods / Mollie Schwartz / Cyrus Hirjibehedin / Justin Mallek / Thomas Hazard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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Novel Ionizable Lipids Suitable For Lipid Nanoparticle Delivery of mRNA to Lung and Nasal Epithelium, As Well As Lung Endothelium

Technology / Case number: #23594Q
Luke Rhym / Allen Jiang / Jacob Witten / Idris Raji / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Michael Foshey / Timothy Erps / Wan Shou / Mina Lukovic / Klaus Stoll / Bernhard Von Vacano / Hanns-Hagen Goetzke / Mina Konakovic Lukovic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Oleogel Drug Delivery Systems for Pediatric Applications

Technology / Case number: #22116J
Carlo Giovanni Traverso / Ameya Kirtane / Robert Langer / Aniket Wahane / Christina Karavasili
Technology Areas: Agriculture & Food / Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Gene Delivery Carrier

Technology / Case number: #19091J
Umberto Palmiero / James Kaczmarek / Davide Moscatelli / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Advanced Materials
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Decoding by Guessing Noise II

Technology / Case number: #20215J
Kenneth Duffy / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Macro-Devices for Ultra-Long Residence and Large-Dose Drug Delivery in Stomach

Technology / Case number: #20938JQ
Carlo Giovanni Traverso / Robert Langer / Sahab Babaee / Simo Pajovic / Jiuyun Shi
Technology Areas: Biotechnology / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Systems for Electrical Stimulation

Technology / Case number: #20707JQ
Carlo Giovanni Traverso / Alex Abramson / David Dellal / Robert Langer
Technology Areas: Biotechnology / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Retrieval Systems for Gastric Resident Systems

Technology / Case number: #20382JQ
Carlo Giovanni Traverso / Malvika Verma / Niclas Roxhed / Feyisope Eweje / Macy Castaneda / Robert Langer
Technology Areas: Biotechnology / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Scalable Ultra Low Latency Photonic Tensor Processor

Technology / Case number: #23088
Dirk Englund / Liane Sarah Bel Bernstein / Alexander Sludds
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 / Simon Gustavsson / I-Jan Wang
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Architecture for Quantum Optical Repeaters and Neural Networks

Technology / Case number: #21162
Dirk Englund / Gregory Steinbrecher / Jacques Johannes Carolan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Deep Surrogate Langevin Sampling for Multi-Objective Constraint Black Box Optimization with Applications to Optimal Inverse Design Problems

Technology / Case number: #22291J
Giuseppe Romano / Thanh Nguyen / Youssef Mroueh / Samuel Hoffman / Pierre Dognin / Payel Das / Chinmay Hegde
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: 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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