A Method for Hierarchical Time Series Reconciliation via Learning the Optimal Projection

Technology / Case number: #26179J
Georgia Perakis / Wei Sun / Asterios Tsiourvas / Yada Zhu / Pin-Yu Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Connected World
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Optical Ising Machine and Optical Convolutional Neural Networks

Technology / Case number: #19700
Marin Soljacic / Hengameh Bagherianlemraski / Charles Roques-Carmes / Li Jing / Tena Dubcek Varga / Yichen Shen / Scott Skirlo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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Method for Census-based Multi-Agent Autonomy

Technology / Case number: #26208
Tyler Paine
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World
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Unified Graph Transformer for Financial Fraud Detection on Massive Graphs

Technology / Case number: #26168J
Yada Zhu / Shauicheng Zhang / Julian Shun / Junhong Lin / Xiaojie Guo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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A Single Fibre Computer Enables Textile Networks and Distributed Inference

Technology / Case number: #26084
Yoel Fink / Syamantak Payra / Nikhil Gupta / Henry Cheung / Zi Jie Gabriel Loke
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials / Electronics & Photonics
Impact Areas: Healthy Living, Connected World
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Synergisms between Small Molecule Boosters and LNP Formulations Uncovered using High Throughput Screening and Machine Learning

Technology / Case number: #26199J
Giovanni Traverso / Deepak Subramanian / Rajib Dey / Ameya Kirtane
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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A Mechanical Underwater Soft Adhesion System for Kinetic Biosensing and Intelligent Targeted Drug Delivery

Technology / Case number: #26028J
Giovanni Traverso / Yubin Cai / Troy Ziliang Kang / Ming Zhao / Ameya Kirtane
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Quadrature-Amplitude Modulation Optical Neural Network

Technology / Case number: #26066
Dirk R Englund / Marc Bacvanski / Sri Krishna Vadlamani
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Machine Learning-Guided Discovery of Nanoparticle Formulations Maximizing mRNA Transfection

Technology / Case number: #25890J
Giovanni Traverso / Taksim Ahmed / Hao Song / Xisha Huang / Simon Qu / Deepak Subramanian / Jonathan Woo / Alvin Chan / Joshua Bernstock / Ameya Kirtane
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Method for Image and Data Segmentation

Technology, Software / Case number: #13701H
H. Seung / Srinivas Turaga / Viren Jain
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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