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

Technology / Case number: #24884L
Danielle Braje / Jennifer Schloss / Linh Pham / Swaroop Vattam / Justin Mallek / Dane de Quilettes / Eden Price
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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A Method for Outlier Robust Subgroup Inference via Clustering in the Gradient Space

Technology / Case number: #24826J
Justin Solomon / Luann Jung / Kristjan Greenewald / Mikhail Yurochkin / Yuchen Zeng
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Systems and Methods for Magnetic Resonance based Reconstruction of Electrical Properties

Technology / Case number: #24714J
Luca Daniel / Jose Cruz Serralles / Riccardo Lattanzi / Zheng Zhang / Ilias Giannakopoulos / Xinling Yu / Ilias Giannakopoulos / Ziyue Liu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Extreme Salt-Resisting Multistage Water Treatment

Technology / Case number: #24690J
Evelyn Wang / Lenan Zhang / Yang Zhong / Ruzhu Wang / Zhenyuan Xu / Jintong Gao / Jinfang You
Technology Areas: Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Game-Theoretic Frameworks for Deep Neural Network Rationalization

Technology / Case number: #24679J
Tommi Jaakkola / Shiyu Chang / Mo Yu / Yang Zhang
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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3D Printing of Recycled Polymer Homes

Technology / Case number: #24974
David Hardt / Alfonso Perez
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Method of Removing Surface-Fouling and Attached-Cells for Chemically and Physically Sensitive Applications through Bubble-Generation

Technology / Case number: #25167
Baptiste Blanc / Bert Joannes C Vandereydt / Kripa Varanasi
Technology Areas: Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Promotion Scheduling Utilizing Multiple Product Demand Model

Technology / Case number: #19858J
Maxime Cohen / Kiran Panchamgam / Georgia Perakis / Jeremy Kalas
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Quantitative Attack Space Analysis and Reasoning (QUASAR) Tool

Technology, Software / Case number: #19773L
Richard 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
Priyanka Raina / Jiarui Huang / Victor Huang / Anantha Chandrakasan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Toroidal Propeller

Technology / Case number: #19870L
Thomas Sebastian / Christopher Strem
Technology Areas: Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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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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Pressure Tolerant Electrochemical Fuel Cell and Cycle for Autonomous Underwater Vehicles

Technology / Case number: #21336L
Theodore Bloomstein
Technology Areas: Chemicals & Materials / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Connected World
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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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Tactile Dexterity and Control

Technology / Case number: #21952
Alberto Rodriguez / Francois Hogan
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Neural Efferent and Afferent Control of Spring Equilibrium, Damping, and Power in Backdrivable and Non-Backdrivable Series-Elastic Actuators Comprising Variable Series Stiffness Mechanisms

Technology / Case number: #20960TE
Matthew Carney / Roman Stolyarov / Emily Rogers-Bradley / Seong Ho Yeon / Hugh Herr
Technology Areas: Biotechnology / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Method of Inferring Influence on Social Networks using Causal Inference Approach

Technology / Case number: #20439L
Edward Kao / Danelle Shah / Olga Simek / Donald Rubin / Steven Smith
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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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
License

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
License

The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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