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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 J. Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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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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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Noel Loo / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: 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 / 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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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Edward Adelson / Megha Tippur / Pulkit Agrawal / Tao Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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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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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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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Boris Katz / Yen-Ling Kuo / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Agustin Di Paolo / Alexandre Blais / Catherine Leroux / Roni Winik / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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TSV Qubit

Technology / Case number: #22218L
Jamie Kerman / Thomas Hazard / Justin Mallek / Cyrus Hirjibehedin / Mollie Schwartz / Wayne Woods / Jonilyn Yoder / Danna Rosenberg / Donna-Ruth Yost / William Oliver
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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Genotype-Directed Local Delivery of Targeted Therapeutics at the Tumor Margin

Technology / Case number: #19863J
Robert Langer / Ganesh Shankar / Daniel Cahill / Ameya Kirtane / Giovanni Traverso
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Formulated, Biodegradable Polymeric Nanoparticles for Nucleic Acid Delivery to Non-Liver Targets

Technology / Case number: #19802
Daniel Anderson / Luke Rhym / Asha Patel / James Kaczmarek / Kevin Kauffman
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Novel Ionizable Lipids Suitable For Lipid Nanoparticle Delivery of mRNA to Lung and Nasal Epithelium, As Well As Lung Endothelium

Technology / Case number: #23594Q
Daniel Anderson / Idris Raji / Jacob Witten / Allen Jiang / Luke Rhym
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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New Ionizable Lipid Library Suitable for Multiple Organ Targeting Derived From High Throughput Combinatorial Synthesis and Screening

Technology / Case number: #23406
Daniel Anderson / Idris Raji / Akiva Gordon / Bowen Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Single-Cell RNA Sequencing Using Click-Chemistry

Technology / Case number: #20396
Phillip Sharp / Digbijay Mahat
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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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
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Receptor Specific Peptides for Bcl-2 Family Anti-apoptotic Proteins

Technology / Case number: #20337J
Amy Keating / Jianfu Zhou / Vincent Xue / Justin Jenson / Gevorg Grigoryan
Technology Areas: Chemicals & Materials / Therapeutics
Impact Areas: Healthy Living
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A Bioinspired Design of Self-Adjuvanted C3d-Fusion SARS-CoV-2 mRNA Vaccines

Technology / Case number: #23326
Robert Langer / Allen Jiang / Bowen Li / Daniel Anderson
Technology Areas: Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Ingestible Chemical Energy Harvesting System with Extended Lifetime

Technology / Case number: #23174
Giovanni Traverso / So-Yoon Yang / Jason Li
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Energy & Distribution / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Engineering a Swine Macro-Organ Colorectal Cancer Platform to Combat Transport-Induced Chemotherapy Resistance

Technology / Case number: #22864JQ
Robert Langer / Daniel Reker / Vance Soares / Yunhua Shi / Giovanni Traverso
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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