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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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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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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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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
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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

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
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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
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Trained Models for AHEAD

Case number: #18157C
Bryan Reimer / Joseph Coughlin / Bruce Mehler
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Generative Agents with Large Language Models

Software / Case number: #25635
Guangyu Yang / Andrew Ahn / Kaiya Zhao / Michelangelo Naim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
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
License

Machine Learning Models for Data-Driven Bioprocess Development

Software / Case number: #23675
Connor Coley / Aparajita Dasgupta
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Discovery and Research Tools / Industrial Engineering & Automation
Impact Areas: Healthy Living, Connected World
License

Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Tao Chen / Pulkit Agrawal / Edward Adelson / Megha Tippur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
License

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
License

Alloy Design Software Platform

Software / Case number: #24721
Gregory Olson / Seyedeh Mohadeseh Taheri Mousavi / Anastasios Hart
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
License

New Ionizable Lipid Library Suitable for Multiple Organ Targeting Derived From High Throughput Combinatorial Synthesis and Screening

Technology / Case number: #23406
Bowen Li / Akiva Gordon / Idris Raji / Daniel Anderson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
License

Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Software / Case number: #23359
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
License

Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
License

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

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