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Optimization of Quantum-Active Defects and Spins in Chemical Systems Using Machine Learning

Technology / Case number: #24884L
Danielle Braje / Eden Price / Dane de Quilettes / Justin Mallek / Swaroop Vattam / Linh Pham / Jennifer Schloss
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Two Person Mixture Deconvolution for Application with ForenSeq Kintelligence Workflow

Technology / Case number: #24078L
Philip Fremont-Smith / Natalie Damaso / Chelsea Lennartz
Technology Areas: Chemicals & Materials / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Quantitative Attack Space Analysis and Reasoning (QUASAR) Tool

Technology, Software / Case number: #19773L
Rick Skowyra / Steven Gomez
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Automated Surface Area Assessment for Dermatologic Lesions

Technology / Case number: #19792J
Anantha Chandrakasan / Victor Huang / Jiarui Huang / Priyanka Raina
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Daniel Scarafoni / Ronald Duarte / Michael Chan / Jason Thornton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Physical-Layer Quantum Error Suppression for Superconducting Qubits in Gate Model Quantum Computation Applications

Technology / Case number: #20255L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Multispin Couplers for Quantum Information Processing

Technology / Case number: #20256L
Jamie 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
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
License

Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804VJ
Subra Suresh / Alexander Shapeev / Evgenii Tsymbalov / Zhe Shi / Ju Li / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: 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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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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Optimized Opsin Trafficking with Fluorescence-Dead Protein Fusions

Technology / Case number: #18783TE
Edward Stuart Boyden / Demian Park / Aimei Yang / Kiryl Piatkevich
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Frameshift Suppressor tRNAs for Canonical Amino Acids

Technology / Case number: #21418TREJ
Kevin Esvelt / Ahmed Badran / Erika Alden DeBenedictis
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Advanced Materials
License

Method to Pattern Cells (Crude Blood) on a (Planar) Surface

Technology / Case number: #15262
Shivang Dave / German Serrano
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
License

Methods for Detecting Objects-of-Interest in Underwater Environments

Technology / Case number: #19215L
Michael Chan / Alexander Bockman / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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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
License

A Simple Method to Generate Random Quantum States and Verify Quantum Devices

Technology / Case number: #23147J
Daniel Mark / Adam Shaw / Joonhee Choi / Manuel Endres / Soonwon Choi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
License

A New Method for Single Shot Scene Reconstruction from RGB Images using Implicit Representations

Technology / Case number: #23530J
Fredo Durand (he/him/his) / Jiajun Wu / Dennis Park / Rares Ambrus / Adrien Gaidon / Vitor Guizilini / Wadim Kehl / Sergey Zakharov / Vincent Sitzmann / Joshua B Tenenbaum
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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VCSEL-based Coherent Scalable dEep Learning (VCSEL)

Technology / Case number: #24366J
Dirk R Englund / Zaijun Chen / Ryan Hamerly
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
License

PRUNE: Prioritizing Risk for Unmitigated Network Exploitables

Technology / Case number: #20440L
Pierre Trepagnier / Allan Wollaber / Dennis Ross
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: 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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