Use of Ranking Methods in Machine Learning to Prioritize Chemical Compounds for Drug Discovery

Technology / Case number: #14011
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Translating Text to, Merging, and Optimizing Graphical User Interface Tasks

Technology / Case number: #13972
Martin Rinard / Regina Barzilay / Dina Katabi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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Multi-Space Building Control Optimization Based on Graph Learning and Reinforcement Learning

Technology / Case number: #25968
Leslie Norford / Francis Selvaggio / Joe Higgins / Audun Botterud / You Lin / Kevin Kircher / Daisy Green / Jeremy Gregory
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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sEMG Derived Neural Network-Based Motion Prediction Exoskeleton

Technology / Case number: #25254
Ellen Roche / Lonnie Grove Petersen / Bon Koo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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A Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks

Technology / Case number: #18459
Carlo Ratti / Giovanni Resta / Paolo Santi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step

Technology / Case number: #25919
Marin Soljacic / Rumen Dangovski / Charlotte Loh / Donato Manuel Jimenez Beneto / Zhuo Chen / Owen Dugan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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An Emotion-Driven Vocal Biomarker-Based PTSD Screening Tool

Technology / Case number: #25570L
Thomas Quatieri / Jonathan Taylor / Hayley Reynolds / Jim Williamson / Jing Wang / Jeffrey Palmer / Richard DeLaura
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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All-Optical Logic and Quantum-Limited Signal Processing in Large-Scale Optoelectronic Circuits

Technology / Case number: #25208J
Dirk R Englund / Saumil Bandyopadhyay / Ryan Hamerly
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Generalizable End-To-End Autonomous Driving with Multi-Modal Foundation Models

Technology / Case number: #25658J
Daniela Rus / Alaa Maalouf / Wei Xiao / Tsun-Hsuan Wang / Yutong Ban / Alexander Amini / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Bayesian Estimators for Classifier Testing from Noisy Labels

Technology / Case number: #24963L
Jonathan Su
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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