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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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Task Specific Ionic Liquid-Impregnated Polymeric Surface Coatings for Antibacterial, Antifouling and Metal Scavenging Activity

Technology / Case number: #19124
T. Alan Hatton / Ryan Shaw / Cesar De la Fuente Nunez / Sahag Voskian / Paul Brown
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials / Environmental Engineering
Impact Areas: Healthy Living, 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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A Soft Waterproof Omnidirectional Tactile Feedback Sensing Sheet

Technology / Case number: #21524
Kamal Youcef-Toumi / Jiyoung Chang / Tyler Okamoto
Technology Areas: Biomaterials & Bioelectronics / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Antiviral Compositions and Related Methods

Technology / Case number: #22840
T. Alan Hatton / Lev E Bromberg
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living
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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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Coatings to Improve Selectivity of Atomically Thin Membranes

Technology / Case number: #20717
Rohit N Karnik / Doojoon Jang
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Advanced Materials
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Bottlebrushed Polyurethane for Tough Organogel

Technology / Case number: #23187
Xuanhe Zhao / Xiaoyu Chen / Xinyue Liu
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living, Advanced Materials
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Surgical Cautery Artifact Removal from Electrodermal Activity Data

Technology / Case number: #23525PJ
Emery N Brown / Sandya Subramanian / Riccardo Barbieri
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
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
Collin M Stultz / Eugene Pomerantsev / Ridwan Alam / Daphne Schlesinger
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Intrinsically Stretchable Microelectronic Fibers and Their Assemblies as Multifunctional Bioelectronic Interfaces for Whole Organs

Technology / Case number: #24178
Polina Anikeeva / Rajib Mondal / Atharva Sahasrabudhe
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials
Impact Areas: Healthy Living, Uncharted Frontiers, Advanced Materials
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Tissue-integrating Neural Interfaces

Technology / Case number: #24351
Polina Anikeeva / Anthony Tabet
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials / Sensing & Imaging
Impact Areas: Healthy Living, Advanced Materials
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Non-Fibrotic Implantable Devices on Diverse Organs

Technology / Case number: #24648
Xuanhe Zhao / Jue Deng / Jingjing Wu / Hyunwoo Yuk
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials
Impact Areas: Healthy Living, Advanced Materials
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System and Methods for Noninvasive Point-of-Care Intracranial Pressure, Intracranial Compliance, and Cerebrovascular Resistance Measurement

Technology / Case number: #24678
Charles Sodini / Syed Imaduddin / Thomas Heldt
Technology Areas: Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Minimally Invasive Electroceutical Catheters

Technology / Case number: #22483J
Ellen Roche / Manisha Singh / Terry Steele
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials
Impact Areas: Healthy Living
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Hydrogel Components Including Narrowly Distributed Multi-Armed Polyethyleneglycol

Technology / Case number: #17843J
Elazer R Edelman / Kenichiro Nakamoto / Hiroki Yoshioka / Yuji Yamamoto / Hyun Seok Song / Natalie Artzi
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living, Advanced Materials
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Hyperlactatemia Prediction

Technology / Case number: #18128J
George Verghese / Max Dunitz / Michael Filbin / Thomas Heldt / Andrew Reisner
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
Impact Areas: Healthy Living
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System and Method for Automated Ovarian Follicular Monitoring

Technology / Case number: #19173PJ
Emery N Brown / Aaron Styer / Rose Faghih
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science
Impact Areas: Healthy Living
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  • Women's Health
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Strong Adhesion of Wet Conducting Polymers on Diverse Substrates

Technology / Case number: #21093
Xuanhe Zhao / Akihisa Inoue / Hyunwoo Yuk
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living, 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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