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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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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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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Unified Documentation and Information Retrieval for Electronic Health Records

Technology / Case number: #23636JQ
David Karger / Divya Gopinath / Steven Horng / Monica Agrawal / Luke Murray / David Sontag
Technology Areas: Computer Science
Impact Areas: Healthy Living, Connected World
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Extremely Large Area Integrated Circuits (ICs)

Technology / Case number: #23779L
Kenneth Schultz / Rabindra Das / Brian Tyrrell
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
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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Controllable Transformation Networks and Power Amplifiers for Efficient High-Bandwidth Radio Frequency Power Conversion

Technology / Case number: #23940
David J Perreault / Khandoker N Rafa Islam
Technology Areas: Computer Science / Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future, Connected World
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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk R Englund / Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Curbside-recyclable Products from Mono-material Polyethylene Fabrics With Polyethylene 3D Printed Features and Methods Thereof

Technology / Case number: #24436
Svetlana V Boriskina / Duo Xu / Leslie Yan / Volodymyr Korolovych
Technology Areas: Chemicals & Materials / Environmental Engineering
Impact Areas: Sustainable Future, Advanced Materials
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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Makram Chahine / Mathias Lechner / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Six Degrees of Freedom Position Sensor

Technology / Case number: #24672
David L Trumper / Krishan Kant
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Longevity Planning Blocks for use in Retirement Planning

Technology / Case number: #24907
Joseph Coughlin / Sheng-Hung Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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THz Cryo-CMOS Backscatter Transceiver: A Contactless 4 Kelvin-300 Kelvin Data Interface

Technology / Case number: #24925
Ruonan Han / Jinchen Wang
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Parallel and Low-Crosstalk Quantum Gate Design based on Phase-Modulated Driving

Technology / Case number: #24988
Vladan Vuletic / Guoqing Wang / Changhao Li / Wenchao Xu / Paola Cappellaro
Technology Areas: Computer Science
Impact Areas: Advanced Materials
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Net Moment Magnetometry for Planar Data using Multipoles

Technology / Case number: #25008
Benjamin P Weiss / Eduardo Andrade Lima
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Connected World, Advanced Materials
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Reconfigurable Precast Concrete Construction System for Buildings Designed through Algorithmic Engineering with Inventory Constraints

Technology / Case number: #25018
Caitlin T Mueller / Pitipat Wongsittikan / Yanjun Liu / Keith Lee / Jenna Schnitzler / Inge Donovan
Technology Areas: Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Maximizing Carbon Efficiency in CO2 Electrolyzers: Complete Conversion of Bicarbonate to Formate

Technology / Case number: #24910
Ju Li / Zhichu Ren / Zhen Zhang
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Climate Stabilization, Sustainable Future
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Quantum Reference Beacon

Technology / Case number: #20205
Dirk R Englund / Donggyu Kim
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Kohitij Kar / Pouya Bashivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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