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A Framework for Automatically Generating Energy-Saving Prediction Ranges for Buildings based on Historic Energy Data

Software / Case number: #21302
Christoph Reinhart / Shreshth Nagpal / Jared Hanson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Software for Human-Robot Collaboration Testbed

Software / Case number: #21325
Julie Shah / Shen Li / Vaibhav Unhelkar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Med Impute

Software / Case number: #21581
Dimitris Bertsimas / Colin Pawlowski / Agni Orfanoudaki
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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StarLogo Nova - Agent-based Modeling Software for Education

Software / Case number: #21865
Daniel Wendel / Colin Greenhill / Lisa Stump / Ebenezer Nkwate / Malcolm Wetzstein / Abigail Choe / Marco Alagna / Andrea Guatemala / Elizabeth Attaway / Christopher Delgado / Megan Cox / Deborah Chen / David Wong / Emily Tang / Emily Seitz / Evan Wang / Eva Yeung / Zachary Segal / Hyeonsu Kang / Jane He / Jin Pan / Lena Abdalla / Michael Belland / Arjun Bhatnagar / Megan Chao / Mari Miyachi / Michael Sanabria / Nathan Bargman / Oliver Moody / Polly Priyanka Lal / Shilpa Agrawal / Shi Ke Xue / Jennifer Kao / Shannon Kao / Sophia Russo / Sylvia Zakarian / Talya Wasserman / Terrance Liang / Tobit Glenhaber / Usman Ayyaz / William Qian / Wendy Huang / Audrey Li / David Wilson / Divya Bajekal / Dorothy Ren / Eli Kosminsky / Kevin Yue / Imara McMillan / Reece Tamashiro / Patricia (Tricia) Divita / Victoria Jensen / Victoria Sun / William Roddenberry
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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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
License

Northstar v0.1

Software / Case number: #22109
Tim Kraska / Zgraggen Emanuel / Zeyuan Shang / Eli Upfal / Benedetto Jacopo Buratti / Philipp Eichmann
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
License

A Collection of Scripts for Training Deep Neural Network Models to Associate Visual Images with Speech Audio, Version 2.

Software / Case number: #21984
David Harwath
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Machine Learning Model for Diagnosis of Various Pulmonary Diseases -- Logistic Regression

Software / Case number: #22332
Daniel Chamberlain / Christian Infante / Richard Fletcher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Machine Learning Model for Diagnosis of Various Pulmonary Diseases -- Bayesian

Software / Case number: #22333
Aneesh Anand / Richard Fletcher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
Impact Areas: Healthy Living
License

Intent Recognition for Safe Autonomous Aircraft Operation

Software / Case number: #22857
Ashkan M. Jasour / Xin Huang / Sungkweon Hong / Brian Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
License

Signal Processing and Machine Learning Algorithm for Assessing Atherosclerosis and Coronary Arterial Disease from Multi-Site PPG Data

Software / Case number: #22643
Niccolo Pignatelli / Botong Ma / Victoria Ouyang / Richard Fletcher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
License

An Intelligent Aid to Augment Performance and Training of Excavator Operator

Software / Case number: #22570
Moises Alencastre Miranda / Andres Martinez Guerra / Hermano Krebs
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
License

A Machine-Learning based Communication Scheme

Software / Case number: #23009
Derya Malak / Amit Solomon / Salman Salamatian / Litian Liu / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems
Impact Areas: Connected World, Advanced Materials
License

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
License

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
License

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
License

Machine Learning for CAD File Feature Recognition

Software / Case number: #23601
Michael Lunny
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers, Advanced Materials
License

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
License

A Method to Extract Physical Behavior Directly from Simple Visual Empirical Observation Via a Deep Learning Model, for a Material Agnostic Approach to Predicting Compressive Beam Buckling

Technology / Case number: #24061
Markus Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
License

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
License

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

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