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A Machine Learning Platform for Diverse Applications in Drug Discovery and Delivery

Technology / Case number: #23916HM
Edward Stuart Boyden / Tay Won Shin / Chi Zhang
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Method and Apparatus for Inferring Elevated Pulmonary Capillary Wedge Pressures from Single-Lead Electrocardiogram Telemetry Data

Technology, Software / Case number: #23955J
Collin M Stultz / Eugene Pomerantsev / Ridwan Alam / Daphne Schlesinger
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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A Machine Learning-guided Whole-Organ Optical Imaging Technique for Non-destructive Identification of Early Pre-Cancer Lesions and Harvesting of Viable Cells from the same for Organoid Culture

Technology / Case number: #25480
Angela Belcher / Vivek Rastogi / Neelkanth Manoj Bardhan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning

Technology / Case number: #22652
Brian Anthony / Sangwoon Kim / Donghyun Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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Polymer Based Solid-State Solar Thermal Fuels

Technology / Case number: #18399
Jeffrey C. Grossman / David Zhitomirsky
Technology Areas: Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future, Advanced Materials
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Vertically-Aligned Insulator Nanomaterial as Structural Separator for Multifunctional Composite Energy Storage

Technology / Case number: #19840
Brian L Wardle / Yue Zhou / Luiz Henrique Acauan
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Advanced Materials
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All-Optical Holographic Implementation of Constant-Depth Quantum Circuits

Technology / Case number: #21655
Dirk R Englund / Donggyu Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Advanced Materials
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Machine Learning for Accelerated IBFD Tuning

Technology / Case number: #22007L
Ken Kolodziej / Aidan Cookson / Bradley Perry
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Certified Control

Technology / Case number: #21653
Daniel Jackson / Xin Zhang / Nikos Gonzalez / Mike Wang / FengPing Angela Leong / Dimitris Koutentakis / Jonathan DeCastro / Soonho Kong
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Gradient Li-rich Cathode Particles with Suppression of Voltage Decay by High-Temperature Leaching of LiO

Technology / Case number: #20577
Ju Li / Zhi Zhu
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Joint Qubit Manipulation and Readout for Majorana-Based Quantum Information Processing

Technology / Case number: #20208
Liang Fu / Constantin Schrade
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Brain-Computer Interface for User's Visual Focus Detection

Technology / Case number: #20246
Sanjay Emani Sarma / Alexandre Armengol Urpi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Energy Harvesting from Temperature Fluctuations using High Thermal Effusivity Materials

Technology / Case number: #20329
Michael S. Strano / Volodymyr Koman / Tianxiang Liu / Sayalee Mahajan / Anton Cottrill
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future, Advanced Materials
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Distributed Training and Management of Al Powered Robots using Teleoperation via Virtual Spaces

Technology / Case number: #20397
Daniela Rus / Changhyun Choi / Aidan Fay / Jeffrey Lipton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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A Nanoscale Interface for Cross-modal Medical Imaging

Technology / Case number: #20367
Robert Langer / Aviad Hai / Virginia Spanoudaki / Alan Pradip Jasanoff / Daniel Anderson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Surfactant Ionic Liquids as High Temperature Supercapacitors

Technology / Case number: #17742
T. Alan Hatton / Margarida Fernandes da Costa Gomes / Paul Brown / Xianwen Mao
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future, Advanced Materials
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Machine-Vision Guided Microscopy for Autonomous Characterization of Quantum Emitters and Photonic Nanostructures

Technology / Case number: #19312
Dirk R Englund / Michael Walsh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Electronics & Photonics
Impact Areas: Healthy Living, Advanced Materials
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Metal Oxide Nanobattery

Technology / Case number: #19475
Geoffrey Stephen Beach / Aik Jun Tan
Technology Areas: Chemicals & Materials / Electronics & Photonics / Energy & Distribution
Impact Areas: Sustainable Future, Advanced Materials
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Method of Simulating Chemical Reactions

Technology / Case number: #19748
Klavs F. Jensen / Wengong Jin / Connor Wilson Coley / Tommi S Jaakkola / Regina Barzilay
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Sustainable Future
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Method and Apparatus for Reducing Power Dissipation of Sensing Device Given an Accuracy Constraint

Technology / Case number: #18695
Martin Rinard / Phillip Stanley Marbell
Technology Areas: Biotechnology / Energy & Distribution
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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