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Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning

Technology / Case number: #22652
Brian Anthony / Sangwoon Kim / Donghyun Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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All-Optical Holographic Implementation of Constant-Depth Quantum Circuits

Technology / Case number: #21655
Dirk R Englund / Donggyu Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Advanced Materials
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Machine Learning for Accelerated IBFD Tuning

Technology / Case number: #22007L
Ken Kolodziej / Aidan Cookson / Bradley Perry
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Certified Control

Technology / Case number: #21653
Daniel Jackson / Xin Zhang / Nikos Gonzalez / Mike Wang / FengPing Angela Leong / Dimitris Koutentakis / Jonathan DeCastro / Soonho Kong
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Joint Qubit Manipulation and Readout for Majorana-Based Quantum Information Processing

Technology / Case number: #20208
Liang Fu / Constantin Schrade
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Brain-Computer Interface for User's Visual Focus Detection

Technology / Case number: #20246
Sanjay Emani Sarma / Alexandre Armengol Urpi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Distributed Training and Management of Al Powered Robots using Teleoperation via Virtual Spaces

Technology / Case number: #20397
Daniela Rus / Changhyun Choi / Aidan Fay / Jeffrey Lipton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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A Nanoscale Interface for Cross-modal Medical Imaging

Technology / Case number: #20367
Robert Langer / Aviad Hai / Virginia Spanoudaki / Alan Pradip Jasanoff / Daniel Anderson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Machine-Vision Guided Microscopy for Autonomous Characterization of Quantum Emitters and Photonic Nanostructures

Technology / Case number: #19312
Dirk R Englund / Michael Walsh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Electronics & Photonics
Impact Areas: Healthy Living, Advanced Materials
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Method of Simulating Chemical Reactions

Technology / Case number: #19748
Klavs F. Jensen / Wengong Jin / Connor Wilson Coley / Tommi S Jaakkola / Regina Barzilay
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Sustainable Future
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Behavior-Based Robot Programming

Technology / Case number: #18810
Neville Hogan / Lucille Hosford
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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Method for Identifying Noise Sources in Quantum Systems via Multi-Level Noise Spectroscopy

Technology / Case number: #21722
William Oliver / Simon Gustavsson / Jochen Braumueller / Antti Pekka Vepsalainen / Youngkyu Sung
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Advanced Materials
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Predicting Native Language from Gaze

Technology / Case number: #19818
Boris Katz / Yevgeni Berzak
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Pre-Fever Detection of Infection

Technology / Case number: #18027LJ
Albert Swiston / Anna Honko / William Pratt / Jack Fleischman / Lauren Milechin / Tejash Patel
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Diagnostics
Impact Areas: Healthy Living
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Jointly Learning Audio and Visual Patterns with Deep Neural Networks

Technology / Case number: #18815
James R Glass / David Harwath
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Printable Programmable Viscoelastic Materials

Technology / Case number: #18624
Daniela Rus / Jeffrey Lipton / Robert MacCurdy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Eye Tracking as a Language Proficiency Test

Technology / Case number: #19689
Boris Katz / Roger Levy / Yevgeni Berzak
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Connected World
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Procedural Sedation Monitoring: Systems and Methods for Predicting Adverse Events and Assesing Level of Sedation

Technology / Case number: #17704J
George Verghese / Margaret Guo / Baruch Krauss / Rebecca Asher / Thomas Heldt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Real-Time Photorealistic 3D Holographic Display using Deep Neural Rendering

Technology / Case number: #22321
Wojciech Matusik / Liang Shi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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End-to-End Deep Learning Approach to Predict Complex Stress and Strain Fields Directly from Microstructural Images

Technology / Case number: #22477
Markus J. Buehler / Zhenze Yang / Chi Hua Yu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
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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