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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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Model-Code Separation Architecture for Image Compression using Sum-Product Networks

Technology / Case number: #24069
Tejas Jayashankar / Gregory Wornell
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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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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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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Six Degrees of Freedom Position Sensor

Technology / Case number: #24672
Krishan Kant / David Trumper
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Tao Chen / Pulkit Agrawal / Edward Adelson / Megha Tippur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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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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Mobile Physical Telemedicine

Technology / Case number: #24924
Johannes Lachner / Federico Tessari / Neville Hogan
Technology Areas: Biotechnology / Communication Systems / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Quantum Memory-Integrated Fiber

Technology / Case number: #25001J
Dirk Englund / Yong Hu / Ryan A. Parker / Jesús Arjona Martínez / Mete Atatüre
Technology Areas: Communication Systems / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Magneto-Optical Spatial Light Modulator System, including the Backend Controlling System and the Fabrication Methods for Pixels

Technology / Case number: #25052J
Kensuke Hayashi / Yuichiro Kunai / Pete Lauer / Caroline Ross
Technology Areas: Communication Systems / Electronics & Photonics
Impact Areas: Connected World
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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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Modulated Frequency Multiplier

Technology / Case number: #25629
Mansi Joisher / David Perreault / Sarah Coston
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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A Handheld Closed-Loop Automatic Insulin Delivery System

Technology / Case number: #22018J
Carlo Giovanni Traverso / Hen Wei Huang / Siheng You / Erin Raftery / Canchen Li
Technology Areas: Biotechnology / Communication Systems / Drug Delivery
Impact Areas: Healthy Living
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Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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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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Wireless Interlaminar Sensor (WINS): CNT Delamination Sensor with Environmental Compensation

Technology / Case number: #23855J
Brian Wardle / Luiz Henrique Acauan / Yosef (Yosi) Stein / Haozhe Wang / Haim Primo
Technology Areas: Chemicals & Materials / Communication Systems / Sensing & Imaging
Impact Areas: Advanced Materials
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Machine Learning Assisted Models for Understanding and Optimizing Boiling Heat Transfer on Scalable Random Surfaces

Technology / Case number: #23990
Evelyn Wang / Lin Zhao / Bikramjit Bhatia / Tamara Broderick / Youngsup Song / Yang Zhong / William Stephenson / Sameer Deshpande / Hyeongyun Cha / Yihao Zhang / Ziqi Lu / Kerri Lu / John Leonard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
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Robot Avatar

Technology / Case number: #24571
Haruhiko Asada
Technology Areas: Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Reker / Robert Langer / Lewis Scott Jones / Hyunjoon Kim / Netra Rajesh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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