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Optimized Tree Ensemble based Demand Model

Technology / Case number: #23774J
Kiran Panchamgam / Georgia Perakis / Leann Thayaparan / Setareh Borjian
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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System and Method to Integrate Human and AI for Automated Feature Engineering

Technology / Case number: #23581J
Chuang Gan / Dakuo Wang / Abel Valente / Micah Smith / Udayan Khurana / Gregory Bramble / Arunima Chaudhary / Carolina Spina
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems
Impact Areas: Connected World
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Heteroepitaxially Integrated Compound Semiconductor Optical Devices with Silicon or Silicon Nitride On-Chip Waveguides

Technology / Case number: #23573L
Reuel Swint / Cheryl Sorace-Agaskar / Paul Juodawlkis / Boris Kharas / Jason Plant / Christopher Heidelberger / Yifei Li
Technology Areas: Chemicals & Materials / Communication Systems / Electronics & Photonics
Impact Areas: Advanced Materials
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Motion Sensing Wi-Fi Sensor Networks for Continuous 3D Modeling and Prediction of Facility Responses to Disturbances

Technology / Case number: #18174J
Oral Buyukozturk / Neal Wadhwa / Hossein Mobahi / Zoran Dzunic / Justin Chen / James Long / Reza Mohammadi Ghazi Mahalleh / Sergio Kapusta / Dirk Smit / William Freeman / John Fisher III / Frederic Durand (he/him/his)
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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System and Method for All At Once Deep Network Quantization

Technology / Case number: #23671J
Aude Oliva / Rogerio Feris / Rameswar Panda / Kate Saenko / Naigang Wang / Ximeng Sun / Richard Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Multi-Source Transfer Learning From Pre-Trained Networks

Technology / Case number: #22121J
Joshua Lee / Prasanna Sattigeri / Gregory Wornell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Nonlinear Coupled Magnonics: Terahertz Field-Driven Magnon Upconversion

Technology / Case number: #24504J
Zhuquan Zhang / Edoardo Baldini / Yi (Frank) Gao / Zi-Jie Liu / Yu-Che Chien / Alexander von Hoegen / Eric Sung / Keith Nelson
Technology Areas: Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Enhancing Quantum Properties of Optically Addressable Molecular Qubits Through Host Matrix Engineering

Technology / Case number: #24109J
Daniel Laorenza / Danna Freedman / Pratiti Deb / Samuel Bayliss / Mykta Onizhuk / Giulia Galli / David Awschalom
Technology Areas: Communication Systems / Computer Science
Impact Areas: Advanced Materials
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Yaron Meirovitch / Aravinathan Samuel / Lu Mi / Jeff Lichtman / Nir Shavit
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
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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Optical Interconnect Assembly and Associated Methods

Technology / Case number: #25604
Alan Evans
Technology Areas: Communication Systems / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World
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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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Soft Detection Information for Decoding based on Guessing

Technology / Case number: #20789J
Kenneth Duffy / Muriel Medard
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Andrei Barbu / Yen-Ling Kuo / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Method for Localizing, Waking-Up, and Estimating Direction of Femto-Satellites

Technology / Case number: #23262
Kerri Cahoy / Ruonan Han / Christian Haughwout / Paul Serra / Anantha Chandrakasan
Technology Areas: Communication Systems / 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
Nikolaos Vasilakis / Martin Rinard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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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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Interface Design and Method to Improve Operator Performance

Technology / Case number: #23832
Moises Alencastre Miranda / Andres Martinez Guerra / Hermano Krebs
Technology Areas: Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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