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Technology / Case number: #22356J
Kenneth Duffy / Rabia Yazicigil Kirby / Amit Solomon / Vaibhav Bansal / Wei An / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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End-to-End Research and Development Assistance through First-Principles Model-Based Reasoning and Intelligent Test & Measurement

Technology / Case number: #25660
Dirk Englund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Hydrogen Resistance Coatings via Hydrogen Diffusivity Minimization Based on Computationally Engineering Intrinsic and Extrinsic Defect Structure

Technology / Case number: #21800
Bilge Yildiz / Cigdem Toparli / Minh Dinh
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
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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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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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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Lipid Compositions for Delivery of Therapeutic Agents Comprising Cationic Lipids

Technology / Case number: #23842J
Sho Toyonaga / Theresa Raimondo / Dennis Shi / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, 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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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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Functionalized Aramid Amphiphile Self-assembled Nanostructures as Nano-reactors in Aqueous Environment

Technology / Case number: #24369
Julia Ortony / Yukio Cho / Kiera Tai
Technology Areas: Chemicals & Materials
Impact Areas: Advanced Materials
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Catalytic Oxidation Reactors for the Removal of Low-Level Methane in Air

Technology / Case number: #24434
Desiree Plata / Asegun Henry / Mehdi Pishahang / Qingzi Zhu / Rebecca Brenneis / Anastasios Hart
Technology Areas: Chemicals & Materials / Environmental Engineering
Impact Areas: Climate Stabilization, Advanced Materials
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Pupil Engineering Method to Enhance the Signal of the Real-time non-invasive Particle Size Distribution Probe in Powders and During Mixing, Drying, Blending, and Milling Processes

Technology / Case number: #24521
Allan Myerson / Richard Braatz / Qihang Zhang / Zhen Guo / Ajinkya Vikram Pandit / George Barbastathis
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Advanced Materials
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Electrochemical CO2 Conversion Architecture

Technology / Case number: #24598
Simon Rufer / Kripa Varanasi
Technology Areas: Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future, 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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Photosensitized-Photoactive Materials and Methods for Making and Using the Same

Technology / Case number: #17987J
Mohammad Gondal / Gibum Kwon / Gareth McKinley / Kripa Varanasi
Technology Areas: Chemicals & Materials
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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