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Optical Ising Machine and Optical Convolutional Neural Networks

Technology / Case number: #19700
Marin Soljacic / Hengameh Bagherianlemraski / Charles Roques-Carmes / Li Jing / Tena Dubcek Varga / Yichen Shen / Scott Skirlo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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Correlated Transformer: A New Deep Learning Architecture for Multivariate Time Series

Technology / Case number: #26332J
Lam Nguyen / Subhro Das / Quang Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Scale-Cascaded Coalescence

Technology / Case number: #15750L
Sai Ravela
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Connected World
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Method to Improve the Image Quality of Positron Emission Tomography When Using Non-Standard Isotopes Based on Triple Coincidences

Technology / Case number: #16135
Shivang Dave / Joaquin Herraiz / Eduardo Lage / Vicente Parot
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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Reformer Enhanced Direct Injection Methanol Engines

Technology / Case number: #12864
Daniel Cohn / Leslie Bromberg
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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A Mechanical Underwater Soft Adhesion System for Kinetic Biosensing and Intelligent Targeted Drug Delivery

Technology / Case number: #26028J
Giovanni Traverso / Yubin Cai / Troy Ziliang Kang / Ming Zhao / Ameya Kirtane
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Large-Scale Long-Term (Months) High-Temperature (1800°C) Heat Storage

Technology / Case number: #26135
Charles Forsberg
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future
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A Single Fibre Computer Enables Textile Networks and Distributed Inference

Technology / Case number: #26084
Yoel Fink / Syamantak Payra / Nikhil Gupta / Henry Cheung / Zi Jie Gabriel Loke
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials / Electronics & Photonics
Impact Areas: Healthy Living, Connected World
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High Power Materials Development of Olivine System Using Non-Stoichiometry or Surface Coating Method

Technology / Case number: #12347
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Capillary-Film-Evaporative-Cooling Heat Exchanger and Its Associated Thermodynamic Processes

Technology / Case number: #25543
Gang Chen / Yaodong Tu
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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Synergisms between Small Molecule Boosters and LNP Formulations Uncovered using High Throughput Screening and Machine Learning

Technology / Case number: #26199J
Giovanni Traverso / Deepak Subramanian / Rajib Dey / Ameya Kirtane
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Unified Graph Transformer for Financial Fraud Detection on Massive Graphs

Technology / Case number: #26168J
Yada Zhu / Shauicheng Zhang / Julian Shun / Junhong Lin / Xiaojie Guo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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All-Nanocomposite Structural Energy Storage

Technology / Case number: #25523
Brian L Wardle / Marianna Rogers / Armando Neto / Luiz Henrique Acauan
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Connected World
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Primary and Secondary Biodegradable Batteries as Power Sources for Bioelectronics

Technology / Case number: #26190J
Giovanni Traverso / Mehmet G Say
Technology Areas: Biotechnology / Energy & Distribution
Impact Areas: Advanced Materials
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Method for Census-based Multi-Agent Autonomy

Technology / Case number: #26208
Tyler Paine
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World
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BLAISE (II)

Technology / Case number: #12485
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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High Energy Density Low Tortuosity Battery Electrodes and Methods of Manufacture

Technology / Case number: #14844J
Yet-Ming Chiang / Chang Jun Bae / Antoni Tomsia / Qiang Fu / Can Erdonmez / John Halloran
Technology Areas: Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Connected World
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Solid-Supported Amine Systems

Technology / Case number: #15626J
T. Alan Hatton / Udi Meirav / Fritz Simeon
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Quantum-Secure Multiparty Deep Learning

Technology / Case number: #26054
Dirk R Englund / Kfir Sulimany Solan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Predictive Semi-Autonomous Vehicle Navigation System

Technology / Case number: #13304
Karl Iagnemma
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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