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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Makram Chahine / Mathias Lechner / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Agustin Di Paolo / Alexandre Blais / Catherine Leroux / Roni Winik / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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TSV Qubit

Technology / Case number: #22218L
Jamie Kerman / Thomas Hazard / Justin Mallek / Cyrus Hirjibehedin / Mollie Schwartz / Wayne Woods / Jonilyn Yoder / Danna Rosenberg / Donna-Ruth Yost / William Oliver
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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New Ionizable Lipid Library Suitable for Multiple Organ Targeting Derived From High Throughput Combinatorial Synthesis and Screening

Technology / Case number: #23406
Daniel Anderson / Idris Raji / Akiva Gordon / Bowen Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Mina Konakovic Lukovic / Hanns-Hagen Goetzke / Bernhard Von Vacano / Klaus Stoll / Mina Lukovic / Wan Shou / Timothy Erps / Michael Foshey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Decoding by Guessing Noise II

Technology / Case number: #20215J
Muriel Medard / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Scalable Ultra Low Latency Photonic Tensor Processor

Technology / Case number: #23088
Dirk R Englund / Alexander Sludds / Liane Sarah Bel Bernstein
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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High Coherence, Small Footprint Superconducting Qubit made by Stacking up Atomically Thin Crystals

Technology / Case number: #21842
William Oliver / Joel IJ Wang / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Architecture for Quantum Optical Repeaters and Neural Networks

Technology / Case number: #21162
Dirk R Englund / Jacques Johannes Carolan / Gregory Steinbrecher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Deep Surrogate Langevin Sampling for Multi-Objective Constraint Black Box Optimization with Applications to Optimal Inverse Design Problems

Technology / Case number: #22291J
Giuseppe Romano / Chinmay Hegde / Payel Das / Pierre Dognin / Samuel Hoffman / Youssef Mroueh / Thanh Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Systems and Methods for Computational Discovery of Microstructured Composites with Optimized Trade-off between Strength and Toughness

Technology / Case number: #23354
Wojciech Matusik / Beichen Li / Wan Shou
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Advanced Materials
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Machine Learning for the Discovery of Nanomaterial-based Molecular Recognition

Technology / Case number: #23691
Michael S. Strano / Nicholas Renegar / Xun Gong / Retsef Levi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Chemicals & Materials / Sensing & Imaging
Impact Areas: Healthy Living, Advanced Materials
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All-Optical Holographic Implementation of Constant-Depth Quantum Circuits

Technology / Case number: #21655
Dirk R Englund / Donggyu Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Advanced Materials
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Machine Learning for Accelerated IBFD Tuning

Technology / Case number: #22007L
Ken Kolodziej / Aidan Cookson / Bradley Perry
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Joint Qubit Manipulation and Readout for Majorana-Based Quantum Information Processing

Technology / Case number: #20208
Liang Fu / Constantin Schrade
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Machine-Vision Guided Microscopy for Autonomous Characterization of Quantum Emitters and Photonic Nanostructures

Technology / Case number: #19312
Dirk R Englund / Michael Walsh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Electronics & Photonics
Impact Areas: Healthy Living, Advanced Materials
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Method for Identifying Noise Sources in Quantum Systems via Multi-Level Noise Spectroscopy

Technology / Case number: #21722
William Oliver / Simon Gustavsson / Jochen Braumueller / Antti Pekka Vepsalainen / Youngkyu Sung
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Advanced Materials
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Printable Programmable Viscoelastic Materials

Technology / Case number: #18624
Daniela Rus / Jeffrey Lipton / Robert MacCurdy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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End-to-End Deep Learning Approach to Predict Complex Stress and Strain Fields Directly from Microstructural Images

Technology / Case number: #22477
Markus J. Buehler / Zhenze Yang / Chi Hua Yu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: 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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