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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk 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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Parallel Microcavity Trimming by Structured-Laser Illumination

Technology / Case number: #24317
Dirk Englund / Christopher Panuski / Ian Christen
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Alexander Amini / Ramin Hasani / Noel Loo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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The Economic Projection and Policy Analysis (EPPA) Model, Version 7

Software / Case number: #24549
Sergey Paltsev / John Reilly / Angelo Gurgel / Yen-Heng Chen / Jennifer Morris
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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Equipment and process for sheet metal reconsolidation

Technology / Case number: #24342
Cemal Tasan / Onur Guvenc / Lucas Marden
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Integrated Freeform Optical Couplers and Fabrication Methods Thereof

Technology / Case number: #24452
Juejun Hu / Tian Gu / Luigi Ranno
Technology Areas: Chemicals & Materials / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
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Brain-Score Language

Software / Case number: #24587
Dhaval Adjodah / Martin Schrimpf / Katherine Fairchild / James Neidhoefer / Michael Ferguson / Greta Tuckute / Aalok Sathe / Benjamin Lipkin
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Alexander Amini / Ramin Hasani / Mathias Lechner / Makram Chahine
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Three Software Programs for Rapid Development of Advanced Autonomous Underwater Vehicles. Covering Underwater Navigation, Embedded Vehicle Sensing and Control, and Underwater Vehicle Simulation

Software / Case number: #24935
Michael Benjamin / Supun Anuradhitha Tilakeratne Randeni / Henrik Schmidt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Additively Manufactured Metal Matrix Composites

Technology / Case number: #24922
Ju Li / Alexander O'Brien / Emre Tekoglu
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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System for Stimulating Creativity in User-Guided Inspirational Image Generation and Curation

Software / Case number: #24984
Thomas Malone / Steven Rick / Alice Cai
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems
Impact Areas: Connected World
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Net Moment Magnetometry for Planar Data using Multipoles

Technology / Case number: #25008
Benjamin Weiss / Eduardo Andrade Lima
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Connected World, Advanced Materials
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Two-Octave High-Peak-Power Tunable Fiber Source

Technology / Case number: #25094
Sixian You / Tong Qiu / Honghao Cao / Kunzan Liu
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future, Advanced Materials
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Method and Apparatus for In-Situ Production of Ammonia or Ammonium Salts from N2 via Subsurface Ge

Technology / Case number: #25171
Ju Li / Iwnetim Abate
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future
License

On the Forward Invariance of Neural Ordinary Differential Equations

Software / Case number: #25096
Wei Xiao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
License

A Principal Node Aggregation Machine Learning Model for the Prediction of Scalar Quantities Related to an Arbitrary 3D Truss-Lattice

Software / Case number: #25225
Thomas Butruille
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
License

Viscoelastic Inorganic Glass Solid Electrolytes for Lithium or Sodium Batteries

Technology / Case number: #25284
Ju Li / Tao Dai
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Provably Secure Large Language Models

Technology / Case number: #25397
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
License

Config Utilities

Software / Case number: #25339
Nathan Hughes / Lukas Schmid
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
License

The Mods Project

Software / Case number: #18970X
Neil Gershenfeld
Technology Areas: Chemicals & Materials / Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
License

The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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