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PRUNE: Prioritizing Risk for Unmitigated Network Exploitables

Technology / Case number: #20440L
Pierre Trepagnier / Allan Wollaber / Dennis Ross
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Robert Dunn / Michael Brandstein / Bengt Borgstrom
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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All-to-All Connected Ising Machines with Free-Space Optical Interconnects

Technology / Case number: #21178L
William Herzog / Siddhartha Ghosh / Suraj Bramhavar / Jeffrey Chou
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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PropDesigner

Technology / Case number: #21700L
Tommy Sebastian / Keegan Quigley / Ryan Fontaine / Peter Sharpe / Joe Belarge / David Maurer
Technology Areas: Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Christina Liao / Alexander Amini / Igor Gilitschenski / Felix Naser / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Two-Phase Helium Convection Loop For Cryogenic Cooling

Technology / Case number: #22110L
John Ingwersen / John Cummings / Sergey Tolpygo / Lawrence Narkewich / George Haldeman
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Contactless Seismocardiography via Deep Learning Radars

Technology / Case number: #22761TE
Fadel Adib / Unsoo Ha
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Using Secure Multi Party Computation to Aggregate Sensitive Cybersecurity Defense and Loss Data from Multiple Firms In Order to Understand the Threat Landscape and Guide Firm-Level Security Investment

Technology / Case number: #22815
Jeffrey Schiller / Leo de Castro / Taylor Reynolds / Daniel J Weitzner / Vinod Vaikuntanathan / Andrew Lo
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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A Modular, General Purpose, Automated, Anomalous Data Synthesizer for Rotary Plants

Technology / Case number: #22879J
Kamal Youcef-Toumi / Lois Wampler / Ali Hamoud M AlShehri / Takayuki Hirano / Mikio Furokawa / Steven Yeung
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Tape Spring Hinge Multirotor Frame

Technology / Case number: #21908L
Mark Silver / David Patterson
Technology Areas: Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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A Compact Device for the Integrated Filtration, Drying and Mechanical Processing of Solid APIs

Technology / Case number: #20601
David Brancazio / Naomi Briggs / Kersten Rapp / Clemence Neurohr / Gerard Capellades Mendez / Gregory Hammersmith / Mohammad Azad / Allan S. Myerson
Technology Areas: Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Nir N. Shavit / Jeff Lichtman / Lu Mi / Aravinathan Samuel / Yaron Meirovitch
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Universal GRAND Decoder

Technology / Case number: #22356J
Muriel Medard / Wei An / Vaibhav Bansal / Amit Solomon / Rabia Yazicigil Kirby / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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New Add-on Device for In Situ Laser Shot Peening during Selective Laser Melting

Technology / Case number: #23130
C. Cem Tasan / Jiyun Kang
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World
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Gas Injection System for Plasma Blackout Alleviation Studies

Technology / Case number: #23238
Wesley L. Harris / Humberto Caldelas
Technology Areas: Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Self-Configuration and Error Correction in Linear Photonic Circuits

Technology / Case number: #23341J
Dirk R Englund / Saumil Bandyopadhyay / Ryan Hamerly
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World
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Efficient Module-Level Dynamic Analysis for Dynamic Languages with Module Recontextualization

Technology / Case number: #23551
Martin Rinard / Nikolaos Vasilakis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Privilege Metric for Evaluating the Security of a Library

Technology / Case number: #23553
Nikolaos Vasilakis
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
John Joseph Leonard / Xin Huang / Ashkan M. Jasour / Stephen McGill / Igor Gilitschenski / Guy Rosman / Brian Charles Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Xiao Li / Cristian-Ioan Vasile / Igor Gilitschenski / Minoru Araki / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
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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