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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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3D Knit Spacesuit Sleeve with Multifunctional Fibers and Tunable Compression

Technology / Case number: #24607
Dava Newman / Skylar Tibbits / Svetlana Boriskina / Lavender Tessmer / Volodymyr Korolovych / Atharva Sahasrabudhe / Ganit Goldstein / Jesus Guillermo Herrera Arcos / Rachel Bellisle / Cody Paige / Christopher Shallal / Hugh Herr
Technology Areas: Biotechnology / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Advanced Materials
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Topology Optimization with Microstructures

Technology / Case number: #18489
Wojciech Matusik / Desai Chen / Melina Skouras / Bo Zhu
Technology Areas: Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Method to Control and Create Multi-Domain Function and Intelligence in 3D

Technology / Case number: #18452
Wojciech Matusik / Subramanian Sundaram
Technology Areas: Chemicals & Materials / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Precision and Digital Flexo-Printing Using Electrostatic Nanoporous Stamp

Technology / Case number: #18320
Sanha Kim / Anastasios Hart
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Method for Foam Mitigation Using Hydrophobic Surfaces

Technology / Case number: #19845
Leonid Rapoport / Kripa Varanasi
Technology Areas: Agriculture & Food / Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Macroscopic Superlubricity Using Crumpled Graphene Nanoballs

Technology / Case number: #20266
Intak Jeon / Gee hoon Park / Pan Wang / Ian Hunter / Timothy Swager
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
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Power Maximizing Control for Excavation

Technology / Case number: #20188
Filippos Sotiropoulos / Haruhiko Asada
Technology Areas: Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Multi-Stage Adsorption-Based Atmospheric Water Harvesting

Technology / Case number: #21788
Evelyn Wang / Alina LaPotin / Yang Zhong
Technology Areas: Energy & Distribution / Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Material Joining via Micro-Jet Locking

Technology / Case number: #21802
David Veysset
Technology Areas: Chemicals & Materials / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Scalable Integration of Hybrid Optoelectronic and Quantum Optical Systems into Photonic Circuits

Technology / Case number: #21263
Dirk Englund / Noel Wan / Jacques Johannes Carolan / Tsung-Ju Lu / Ian Christen
Technology Areas: Chemicals & Materials / Computer Science / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Crack Detection in Photovoltaic Silicon Wafers

Technology / Case number: #20287
Anthony Buonassisi / Emanuel Sachs / Sarah Wieghold / Zhe Liu
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Advanced Materials
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Direct-Write Freeform Colloidal Assembly

Technology / Case number: #20202
Justin Beroz / Alvin Tan / Anastasios Hart
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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High-Throughput Extrusion-Based Additive Manufacturing

Technology / Case number: #18202
Jamison Go / Anastasios Hart
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Advanced Materials
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Methods for Support Removal in Stereolithographic Additive Manufacturing

Technology / Case number: #20638
Abhinav Rao / Anastasios Hart
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Sustainable Future, Advanced Materials
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Vibration Absorber for Power tools

Technology / Case number: #21428
Daniela Rus / Jeffrey Lipton / Lillian Chin
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Torsional Artificial Muscle from NiTi Yarns

Technology / Case number: #19353
Seyed Mirvakili / Ian Hunter
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Magnetoionic Control of Spintronic Device using a Solid State Proton Pump

Technology / Case number: #20050
Geoffrey Beach / Aik Jun Tan
Technology Areas: Chemicals & Materials / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Advanced Materials
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Superconducting Inductive Processing Unit

Technology / Case number: #20129
Oguzhan Murat Onen / Brenden Butters / Emily Toomey / Karl Berggren
Technology Areas: Chemicals & Materials / Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Additive Manufacturing of Fabrics with Digitally Tailored Mechanical Properties

Technology / Case number: #18019
Sebastian Pattinson / Anastasios Hart
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Healthy Living, 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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