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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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Wide-Range Switched-Mode Power Amplifier Architecture

Technology / Case number: #24814
Khandoker N Rafa Islam / Xin Zan / David Perreault
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future, Advanced Materials
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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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Timing-based Conductance Update of Electrochemical Ionic Synapses

Technology / Case number: #25026
Bilge Yildiz / Mantao Huang
Technology Areas: Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Glassy Chalcogen-Halide Solid Electrolytes for Lithium or Sodium Batteries

Technology / Case number: #25114
Ju Li / Tao Dai
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future, Connected World
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Hybrid Ionic-Electronic Circuits for Implementing Bio-Plausible Synaptic Plasticity Rules

Technology / Case number: #25159
Ju Li / Michale Fee / Bilge Yildiz / Mantao Huang / Jesus del Alamo
Technology Areas: Energy & Distribution
Impact Areas: Advanced Materials
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High-Efficiency Non-Sinusoidal Bias Supply Drive

Technology / Case number: #25237
David Perreault / Julia Estrin
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future, 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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Earth Black Body Radiation Photovoltaic Cell

Technology / Case number: #25400
SamuelFelipe Serna Otalvaro / Katherine Stoll / Lionel Kimerling / Anuradha Agarwal / Kazumi Wada
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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Green Propellant Conditioning and Injection System for Bi-Modal Chemical-Electric Space Propulsion

Technology / Case number: #22452
Amelia Bruno / Paulo Lozano
Technology Areas: Energy & Distribution
Impact Areas: Uncharted Frontiers, Advanced Materials
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Composite Anti-Fouling Coatings Designed via Full Spectral Hamaker Constant Minimization

Technology / Case number: #21606J
Michael Short / Max Carlson / Robert Simpson
Technology Areas: Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Climate Stabilization, Sustainable Future
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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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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Pouya Bashivan / Kohitij Kar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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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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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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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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Viscoelastic Inorganic Glass Solid Electrolytes for Lithium or Sodium Batteries

Technology / Case number: #25284
Ju Li / Tao Dai
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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High Performance Solid Electrolyte Batteries

Technology / Case number: #21613JV
Venkat Viswanathan / Richard Park / Shashank Sripad / Zijian Hong / Pinwen Guan / Yet-Ming Chiang
Technology Areas: Energy & Distribution
Impact Areas: 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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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