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Physics-Enhanced Deep Surrogates for PDEs

Technology / Case number: #24132J
Youssef Mroueh / Payel Das / Raphael Pestourie / Christopher Rackauckas / Steven Johnson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Decoding via Guessing Noise

Technology / Case number: #20169J
Jiange Li / Kenneth Duffy / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers
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Decoding by Guessing Noise II

Technology / Case number: #20215J
Kenneth Duffy / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Attention Buffer

Technology / Case number: #18153QJ
Bryan Reimer / Joseph Coughlin / Bruce Mehler / Joonbum Lee / Linda Angell / Bobbie Seppelt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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Clockwise Learning Task

Technology / Case number: #25128M
Georgios Papageorgiou / Ann Graybiel
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Drug Discovery and Research Tools
Impact Areas: Healthy Living, Uncharted Frontiers
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Attention Maps

Technology / Case number: #18155QJ
Bryan Reimer / Joseph Coughlin / Bruce Mehler / Joonbum Lee / Andres Munoz Delgado / Linda Angell / Bobbie Seppelt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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A Software System to Synthetically Generate Test Data for Testing Large Scale Software Applications

Technology / Case number: #18981J
Kalyan Veeramachaneni / Neha Patki / Jeffery Wilkinson / Kishore Durg / Sunder Nochilur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers
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Deep Context Maps

Technology / Case number: #22949
Daniela Rus / Guy Rosman / Sertac Karaman / Igor Gilitschenski / Arjun Gupta
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Scalable Ultra Low Latency Photonic Tensor Processor

Technology / Case number: #23088
Dirk Englund / Liane Sarah Bel Bernstein / Alexander Sludds
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 / Simon Gustavsson / I-Jan Wang
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Translational Hearing Aides for Older Adults

Technology / Case number: #24962
Ravi Tejwani / Haruhiko Asada
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living
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Architecture for Quantum Optical Repeaters and Neural Networks

Technology / Case number: #21162
Dirk Englund / Gregory Steinbrecher / Jacques Johannes Carolan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Realizing Private and Practical Pharmacological Collaboration

Technology / Case number: #21186
Bonnie Berger / Brian Hie / Hyunghoon Cho
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Delivery
Impact Areas: Healthy Living, Uncharted Frontiers
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Data-Efficient Photorealistic 3D Holography using Layered Depth Images and Deep Double Phase Encoding

Technology / Case number: #23071
Wojciech Matusik / Liang Shi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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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 / Wan Shou / Beichen Li
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 Strano / Retsef Levi / Xun Gong / Nicholas Renegar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Chemicals & Materials / Sensing & Imaging
Impact Areas: Healthy Living, Advanced Materials
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Geometrically Programmed Resistor Array

Technology / Case number: #25207
Jeehwan Kim / Giho Lee / Min Kyu Song
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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Dynamic Resistive Processor

Technology / Case number: #25227
Jeehwan Kim / Giho Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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Arterial Wall Characterization in Optical Coherence Tomography Imaging

Technology / Case number: #21209
Elazer Edelman / Max Olender / Lambros Anthanasiou
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Synthetic Medical Image Generation

Technology / Case number: #21698
Elazer Edelman / Max Olender
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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