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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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Chemical Compositions for Porous Lithium Anodes Enabling Coble Creep Mechanism in Solid State Electrolyte-Based Batteries with No Applied Stack Pressure

Technology / Case number: #23699J
Ju Li / Andrea Maurano / Yuming Chen / Ziqiang Wang / So Yeon Kim / Kai Pei
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future, Connected World
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High-Performance Mono-Material Hybrid Yarns for Circular Sustainable Textiles and Soft Robotics

Technology / Case number: #23876
Svetlana Boriskina / Volodymyr Korolovych
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
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A Method of Sensorizing Soft Architected Materials by Embedding Fluidic Channels

Technology / Case number: #23908
Daniela Rus / Lillian Chin / Ryan Truby / Annan Zhang
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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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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Parallel Microcavity Trimming by Structured-Laser Illumination

Technology / Case number: #24317
Dirk Englund / Christopher Panuski / Ian Christen
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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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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Equipment and process for sheet metal reconsolidation

Technology / Case number: #24342
Cemal Tasan / Onur Guvenc / Lucas Marden
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Curbside-recyclable Products from Mono-material Polyethylene Fabrics With Polyethylene 3D Printed Features and Methods Thereof

Technology / Case number: #24436
Svetlana Boriskina / Volodymyr Korolovych / Leslie Yan / Duo Xu
Technology Areas: Chemicals & Materials / Environmental Engineering
Impact Areas: Sustainable Future, Advanced Materials
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Integrated Freeform Optical Couplers and Fabrication Methods Thereof

Technology / Case number: #24452
Juejun Hu / Tian Gu / Luigi Ranno
Technology Areas: Chemicals & Materials / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Sustainable Future, 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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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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Planetary Centrifugal Deagglomeration by Transient Molten Salts for the Synthesis or Recycling of Single-Crystalline Battery Cathodes

Technology / Case number: #24878J
Ju Li / Yanhao Dong / Moonsu Yoon / Jaephil Cho
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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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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Net Moment Magnetometry for Planar Data using Multipoles

Technology / Case number: #25008
Benjamin Weiss / Eduardo Andrade Lima
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Connected World, Advanced Materials
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Two-Octave High-Peak-Power Tunable Fiber Source

Technology / Case number: #25094
Sixian You / Tong Qiu / Honghao Cao / Kunzan Liu
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future, Advanced Materials
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Method and Apparatus for In-Situ Production of Ammonia or Ammonium Salts from N2 via Subsurface Ge

Technology / Case number: #25171
Ju Li / Iwnetim Abate
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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