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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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Deep Surrogate Langevin Sampling for Multi-Objective Constraint Black Box Optimization with Applications to Optimal Inverse Design Problems

Technology / Case number: #22291J
Giuseppe Romano / Thanh Nguyen / Youssef Mroueh / Samuel Hoffman / Pierre Dognin / Payel Das / Chinmay Hegde
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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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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Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning

Technology / Case number: #22652
Brian Anthony / Donghyun Kim / Sangwoon Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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Surgical Cautery Artifact Removal from Electrodermal Activity Data

Technology / Case number: #23525PJ
Emery Brown / Riccardo Barbieri / Sandya Subramanian
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living
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A Machine Learning Platform for Diverse Applications in Drug Discovery and Delivery

Technology / Case number: #23916HM
Edward Boyden / Chi Zhang / Tay Won Shin
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Method and Apparatus for Inferring Elevated Pulmonary Capillary Wedge Pressures from Single-Lead Electrocardiogram Telemetry Data

Technology, Software / Case number: #23955J
Daphne Schlesinger / Md Ridwanul Alam / Eugene Pomerantsev / Collin Stultz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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High Throughput Stochastic Bio-Molecular Sensor

Technology / Case number: #24610
Ashwin Gopinath / Swathi Manda
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Diagnostics
Impact Areas: Healthy Living
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A Machine Learning-guided Whole-Organ Optical Imaging Technique for Non-destructive Identification of Early Pre-Cancer Lesions and Harvesting of Viable Cells from the same for Organoid Culture

Technology / Case number: #25480
Neelkanth Bardhan / Vivek Rastogi / Angela Belcher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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Hyperlactatemia Prediction

Technology / Case number: #18128J
Andrew Reisner / Thomas Heldt / Michael Filbin / Max Dunitz / George Verghese
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
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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