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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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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Edward Adelson / Megha Tippur / Pulkit Agrawal / Tao Chen
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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Reconfigurable Precast Concrete Construction System for Buildings Designed through Algorithmic Engineering with Inventory Constraints

Technology / Case number: #25018
Caitlin T Mueller / Pitipat Wongsittikan / Yanjun Liu / Keith Lee / Jenna Schnitzler / Inge Donovan
Technology Areas: Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Maximizing Carbon Efficiency in CO2 Electrolyzers: Complete Conversion of Bicarbonate to Formate

Technology / Case number: #24910
Ju Li / Zhichu Ren / Zhen Zhang
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Climate Stabilization, Sustainable Future
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Kohitij Kar / Pouya Bashivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Composite Anti-Fouling Coatings Designed via Full Spectral Hamaker Constant Minimization

Technology / Case number: #21606J
Michael Short / Robert Simpson / Max Carlson
Technology Areas: Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Climate Stabilization, Sustainable Future
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Determining Phosphate Levels in Natural Water Using a Novel Electrochemical Measurement Device

Technology / Case number: #21708
Ian Hunter / Gee Hoon Park
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Boris Katz / Yen-Ling Kuo / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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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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Noise Recycling

Technology / Case number: #22102J
Muriel Medard / Alejandro Cohen / Amit Solomon / Kenneth Duffy
Technology Areas: Communication Systems / Computer Science / Environmental Engineering
Impact Areas: Sustainable Future, Connected World
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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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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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Highly Actively Co-Based Perovskites for Water Splitting

Technology / Case number: #14882
Yang Shao-Horn / Kevin May / Jin Suntivich
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future
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Direct-Drive (Batteryless) Electrodialysis Separation using Flow-Commanded Current Control

Technology / Case number: #24538
Amos Winter / Jonathan Bessette / Shane Pratt
Technology Areas: Environmental Engineering
Impact Areas: Sustainable Future
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In-Pipe Leak Detection System

Technology, Tangible Property / Case number: #19034JC
Kamal Youcef-Toumi / Michael Finn-Henry / Kris Kim / You Wu / Rached Ben-Mansour
Technology Areas: Agriculture & Food / Environmental Engineering / Sensing & Imaging
Impact Areas: Sustainable Future
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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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Enhancement of Lignocellulosic Fermentation in S. Cerevisiae by Combined Genetic Modulations and Media Supplementation

Technology / Case number: #21982WJ
Gerald Fink / Felix Lam / Gregory Stephanopoulos
Technology Areas: Biotechnology / Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future
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Devices, Methods and Systems for Recycling Combustion Ash

Technology / Case number: #22655J
Yet-Ming Chiang / Michael Wang / Sonia Zhang / Sophie Coppieters T Wallant / Leah Ellis / Venkat Viswanathan / Elsa Olivetti
Technology Areas: Environmental Engineering
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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