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Scalable and High throughput Assembly of Layer-by-Layer Nanoparticles

Technology / Case number: #25554H
Ivan Susin Pires / Darrell Irvine / Paula Hammond
Technology Areas: Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Superconducting Parametric Amplifier Neural Network

Technology / Case number: #21125L
Alexander Wynn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804JV
Ju Li / Zhe Shi / Evgenii Tsymbalov / Alexander Shapeev / Subra Suresh / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Physical-Layer Quantum Error Suppression for Superconducting Qubits in Gate Model Quantum Computation Applications

Technology / Case number: #20255L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Josephson Phase-Slip Qubits with Vector Spin Interactions for Quantum Information Processing

Technology / Case number: #20257L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Multispin Couplers for Quantum Information Processing

Technology / Case number: #20256L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Clean Noisy Image Decomposition For Self Supervised GAN Speckle Reduction For Synthetic Aperture Radar

Technology / Case number: #22903L
Prafull Sharma / Michael Newey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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A Method for Improving Certification-Based Robust Training by Refining Decision Boundary

Technology / Case number: #24050J
Alexandre Megretski / Luca Daniel / Pin-Yu Chen / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Loading Classical Data Into a Quantum Computer

Technology, Software / Case number: #20022L
Timothy Braje / John Cortese
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Bengt Borgstrom / Michael Brandstein / Robert Dunn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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Systems and Approaches for Context-Aware Action Recognition by Dual Attention Network

Technology / Case number: #22125J
Bolei Zhou / Tete Xiao / Quanfu Fan / Dan Gutfreund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Guy Rosman / Sertac Karaman / Felix Naser / Igor Gilitschenski / Alexander Amini / Christina Liao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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VCSEL-based Coherent Scalable dEep Learning (VCSEL)

Technology / Case number: #24366J
Dirk Englund / Ryan Hamerly / Zaijun Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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A Simple Method to Generate Random Quantum States and Verify Quantum Devices

Technology / Case number: #23147J
Daniel Mark / Soonwon Choi / Manuel Endres / Joonhee Choi / Adam Shaw
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Tunable Structure of Biodegradable Silk-Based Microcapsules for Soluble and Insoluble Payload Delivery

Technology / Case number: #23764J
Benedetto Marelli / Muchun Liu / Pierre-Eric Millard / Henning Urch / Ophelie Zeyons / Rupert Konradi / Bernd Oschmann / Yagmur Yegin
Technology Areas: Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Adaptive Redundancy Reduction for Efficient Video Understanding

Technology / Case number: #23684J
Aude Oliva / Rogerio Feris / Rameswar Panda / Bowen Pan / Camilo Fosco
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Optimized Tree Ensemble based Demand Model

Technology / Case number: #23774J
Kiran Panchamgam / Georgia Perakis / Leann Thayaparan / Setareh Borjian
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Universal GRAND Decoder

Technology / Case number: #22356J
Kenneth Duffy / Rabia Yazicigil Kirby / Amit Solomon / Vaibhav Bansal / Wei An / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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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
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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
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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