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Use of Ranking Methods in Machine Learning to Prioritize Chemical Compounds for Drug Discovery

Technology / Case number: #14011
Shivani Agarwal
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Method and Apparatus for On-Chip Per-Pixel Pseudo-Random Time Coded Exposure

Technology / Case number: #17451L
Andrew Bolstad / Christy Cull / Brian Tyrrell
Technology Areas: Communication Systems / Electronics & Photonics / Sensing & Imaging
Impact Areas: Connected World
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Nonaqueous Liquid Formulations of Water Sensitive Drugs

Technology / Case number: #17453
Erzheng Su / Alexander Klibanov
Technology Areas: Biotechnology / Chemicals & Materials
Impact Areas: Healthy Living
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Tough, Thermoreversible Hydrogels from the Arrested Phase Separation of Elastin-Like Polypeptides: Simple, Injectable, Biocompatible Substrates for the Engineering of Load-Bearing Tissues

Technology / Case number: #17430
Bradley D. Olsen / Matthew Glassman / Reginald Avery
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Diels Alder Reactions for Transduction of Alkenes

Technology / Case number: #16240
Joseph Azzarelli / Kathleen White / Timothy Manning Swager
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Method and System for Enhanced Ontology Assisted Querying of Data Stores

Technology / Case number: #17169L
Suresh Damodaran / Benjamin O'Gwynn
Technology Areas: Computer Science
Impact Areas: Connected World
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Chemotactic Magnetic Bead Chain Chemical Probe

Technology / Case number: #15619
Joshua Steimel / Alfredo Alexander-Katz / Hsieh Chen / Charles Sing
Technology Areas: Biotechnology / Chemicals & Materials / Diagnostics
Impact Areas: Healthy Living
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Synthesis of Functional Nanocrystallites through Rational Ligand Design

Technology / Case number: #16721
Jose Cordero-Hernandez / Yue Chen / Moungi G Bawendi
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Healthy Living, Advanced Materials
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Genomic Editing with Site- Specific Retrotransposons

Technology / Case number: #25220
Omar Abudayyeh / Jonathan S. Gootenberg / Lukas Villiger / Justin Lim / Christopher Fell
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks

Technology / Case number: #18459
Paolo Santi / Giovanni Resta / Carlo Ratti
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Multi-Space Building Control Optimization Based on Graph Learning and Reinforcement Learning

Technology / Case number: #25968
Jeremy Gregory / Daisy Green / Kevin Kircher / You Lin / Audun Botterud / Joe Higgins / Francis Selvaggio / Leslie Norford
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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Consumable System and Method for Integrated, Autonomous Pathogen Detection

Technology / Case number: #25780
Huifeng Du / Domitilla Del Vecchio / Patrick Casey / Christopher Zirps
Technology Areas: Biotechnology / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Cystic Fibrosis Correction with Programmable Genomic Editing

Technology / Case number: #24666
Omar Abudayyeh / Jonathan S. Gootenberg / Matthew Yarnall / Christopher Fell
Technology Areas: Biotechnology / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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mRNA Subunit Vaccines for African Swine Fever

Technology / Case number: #25930
Junru Cui / Fangfeng Yuan / Jianzhu Chen
Technology Areas: Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Thermally-Gelling Injectable Hydrogel Composites for Therapeutic Delivery

Technology / Case number: #25878
Patrick Doyle / Talia Zheng
Technology Areas: Chemicals & Materials / Therapeutics
Impact Areas: Healthy Living
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Formulations for Stabilizing Lactobacillus and Bifidobacterium Strains

Technology / Case number: #25723J
Giovanni Traverso / Christina Karavasili / Matt Murphy / Samantha Bozorgzadeh / Mairead Heavey / Kimberley Biggs / Isaac Tucker
Technology Areas: Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Translating Text to, Merging, and Optimizing Graphical User Interface Tasks

Technology / Case number: #13972
Dina Katabi / Satchuthananthavale Branavan / Regina Barzilay / Nate Kushman / Martin Rinard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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Swirl-Counter-Swirl Microjets for Thermoacoustic Instability Suppression

Technology / Case number: #14110K
Zachary LaBry / Santosh Shanbhogue / Ahmed Ghoniem / Raymond L Speth
Technology Areas: Chemicals & Materials / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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A Single-Walled Carbon Nano-Tube/Chitosan Hydrogel Array for the Label-Free, Optical Detection of Protein-Protein Interactions

Technology / Case number: #14201
Michael S. Strano / Jong Ho Kim / Paul Barone / Jin Ho Ahn / Nigel Reuel
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Sensing & Imaging / Therapeutics
Impact Areas: Healthy Living
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Discretely Actuated Solar Mirrors

Technology / Case number: #14333K
Amy Bilton / Seung Lee / Steven Dubowsky
Technology Areas: Computer Science / Energy & Distribution
Impact Areas: Sustainable Future, Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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