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Machine-Learning Optimized Proteins and Enzymes

Technology / Case number: #26015J
Omar Abudayyeh / Zhaoqing Yan / Matteo Di Bernardo / Kaiyi Jiang / Lukas Villiger / Jonathan S. Gootenberg
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Architectural Cementitious Supercapacitors that Combine Modular Energy Storage with Structural Support

Technology / Case number: #25775
Franz-Josef Ulm / Damian P Stefaniuk / James Weaver / Admir Masic
Technology Areas: Computer Science / Electronics & Photonics / Energy & Distribution
Impact Areas: Advanced Materials
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Quadrature-Amplitude Modulation Optical Neural Network

Technology / Case number: #26066
Dirk R Englund / Marc Bacvanski / Sri Krishna Vadlamani
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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High-Performance Processor for Large Graph Algorithm and Sparse Matrix Computations

Technology / Case number: #14306L
Bill Song
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Gesture Recognition Apparatus and Method

Technology / Case number: #15210J
James R Glass / Ling-Wei Liu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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A Learning Algorithim for Ranking on Graph Data

Technology / Case number: #12236
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Method for Image and Data Segmentation

Technology, Software / Case number: #13701H
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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Switched-Capacitor Split Drive Transformer Power Conversion Architecture

Technology / Case number: #16667
David J Perreault / Minjie Chen / Khurram Afridi
Technology Areas: Energy & Distribution
Impact Areas: Advanced Materials
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Cognitive Radio Method and Apparatus for Achieving Ad Hoc Interference Multiple Access Wireless Communication

Technology / Case number: #15918L
Rachel Learned / Nicholas Kaminski
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems
Impact Areas: Connected World
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Aqueous All-Organic Redox Flow Battery

Technology / Case number: #16743J
Fikile Brushett / Jarrod Milshtein / Liang Su / John Vaughey / Andrew Jansen
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Flexible Conducting Polymer Energy Storage Device

Technology / Case number: #14264
Ian Hunter / Eli Paster
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Solar Power Conversion System with Directionally- And Spectrally- Selective Properties Based on a Reflective Cavity

Technology / Case number: #15823K
Gang Chen / Svetlana V Boriskina / Kenneth McEnaney / Lee Weinstein / Daniel Kraemer
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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System for Portable Body Surface Acquisition

Technology / Case number: #17269
Luca Giancardo / Aurelien Bourquard / Tobias Hahn / Carlos Sanchez Mendoza
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Scalable Synthesis of Sulfur Nanosponge Cathode for Lithium-Sulfur Battery with Greatly Improved Cyclability

Technology / Case number: #16066
Ju Li / Chao Wang / Akihiro Kushima / Junjie Niu
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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High Energy Density Semi-Solid Storage Electrodes and Batteries Thereof

Technology / Case number: #16204
Yet-Ming Chiang / Ahmed Helal / Nir Baram / Frank Fan / Zheng Li / William Woodford / Kyle Smith / W Craig Carter / Gareth McKinley
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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Use of Ranking Methods in Machine Learning to Prioritize Chemical Compounds for Drug Discovery

Technology / Case number: #14011
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Several Inventions Related to Hydrogen Bromine Flow Battery

Technology / Case number: #16441
Martin Bazant / Kameron Conforti / Laura Gilson / Matthew Suss / William Braff / Cullen R. Buie
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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A Device and a Method for Real-Time Dynamic Analysis and Guidance (RTAG) of On-Line Learning

Technology / Case number: #17389
Emery N Brown / Anne Smith / Demba Ba
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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A Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks

Technology / Case number: #18459
Carlo Ratti / Giovanni Resta / Paolo Santi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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sEMG Derived Neural Network-Based Motion Prediction Exoskeleton

Technology / Case number: #25254
Ellen Roche / Lonnie Grove Petersen / Bon Koo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / 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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