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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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Abatement of Low-Level Methane through the use of Catalytic, Earth-Abundant Materials

Technology / Case number: #23205
Desiree Plata / Rebecca Brenneis
Technology Areas: Chemicals & Materials / Environmental Engineering
Impact Areas: Sustainable Future
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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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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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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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Electron Conducting Carbon-Based Cement (e-C3)

Technology / Case number: #20148J
Franz-Josef Ulm / Roland Pellenq / Aikaterini Ioannidou / Nicolas Chanut / Thibaut Louis Alexandre Divoux / Renal Backov
Technology Areas: Chemicals & Materials / Environmental Engineering
Impact Areas: Sustainable Future
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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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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Jason Thornton / Michael Chan / Ronald Duarte / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Visible Light-Driven CO2 Capture and Release Using Photoactive Pyranine in Water in Continuous Flow

Technology / Case number: #25603
Trevor Hatton / Hyowon Seo / Johannes Schretter
Technology Areas: Communication Systems / Environmental Engineering / Sensing & Imaging
Impact Areas: Climate Stabilization, Sustainable Future
Labels
  • CO2 Capture
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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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Use of Organic Cations for Selective Electrochemical CO2 Conversions to Methanol

Technology / Case number: #25749
Davide Menga / Yang Shao-Horn
Technology Areas: Chemicals & Materials / Energy & Distribution / Environmental Engineering
Impact Areas: Sustainable Future
Labels
  • CO2 Capture
License

Analog AI-Assisted Information Compressor Processor

Technology / Case number: #25685
Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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Reliable Gradient-free and Likelihood-free Prompt Tuning

Technology / Case number: #25064J
Prasanna Sattigeri / Subhro Das / Soumya Ghosh / Yuheng Bu / Maohao Shen / Gregory Wornell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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A Neural Network based Dynamical System Modeling Method to Ensure the Contrastively Learned Conservation Laws

Technology / Case number: #24692J
Alexandre Megretski / Luca Daniel / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Integrated CO2 Capture and Conversion

Technology / Case number: #24594
Vishnu Jayaprakash / Sreedath Panat / Simon Rufer / Kripa Varanasi
Technology Areas: Energy & Distribution / Environmental Engineering
Impact Areas: Climate Stabilization, Sustainable Future
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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