Machine learning at speed
Apr 12, 2021
Optimizing network communication accelerates training in large-scale machine-learning models.
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Results for Computer Science
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Cloud simulations get a dose of realism
Feb 15, 2021
A focus on the fundamental physics of cloud formation leads to highly realistic simulations of different types of clouds.
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Simulating evolution to understand a hidden switch
Jan 15, 2021
Some organisms evolve an internal switch that can remain hidden for generations until stress flicks it on.
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Ferrofluid surface simulations go more than skin deep
Jan 10, 2021
Computer models efficiently and accurately simulate the magnetic responses of ferrofluids by considering only the fluid’s surface.
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Peering under the "hood" of SARS-CoV-2
Nov 5, 2020
Microscope and protein data are incorporated into an easy-to-use-and-update tool that can model an organism’s 3D appearance.
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Angling for underwater WiFi
Jun 10, 2020
Scuba divers could send sea life shots in real time using an aquatic internet service.
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Training agents to walk with purpose
May 31, 2020
By training a search agent to make smarter exploratory decisions, relational data can be classified more accurately and efficiently.
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Peeling back the layers of deep machine learning
Apr 17, 2020
A layer-based approach raises the efficiency of training artificial intelligence models.
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Approximating a kernel of truth
Mar 10, 2020
Machine learning tasks using very large data sets can be sped up significantly by estimating the kernel function that best describes the data.
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Plugging into a 6G future with users at the center
Feb 7, 2020
For a communications revolution, 6G development needs more human-centric research.
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Algorithm turns cancer gene discovery on its head
Jan 20, 2020
Prediction method could help personalize cancer treatments and reveal new drug targets.
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AI uses your imagination
Jan 14, 2020
The psychology of human creativity helps artificial intelligence imagine the unseen.
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Machine learning models gather momentum
Nov 24, 2019
New methods for training machine learning models are quicker and more accurate than current approaches, previously considered state-of-the-art.
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AI reveals nature of RNA-protein interactions
Oct 30, 2019
A deep learning tool could help in structure-based drug discovery.
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Symbol of change for AI development
Oct 20, 2019
Bridging the knowledge gap in artificial intelligence requires an embedding function that helps step between different types of "thinking."
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Less chat leads to more work for machine learning
Oct 15, 2019
Deep analysis of the way information is shared among parallel computations increases efficiency to accelerate machine learning at scale.
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Database to support infectious disease research
Sep 11, 2019
Linking disease pathogens to clinical signs and symptoms through a database could support research into the molecular mechanisms of infectious diseases.
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AI learns complex gene-disease patterns
Sep 1, 2019
A deep learning model improves the ability to identify genes potentially involved in disease.
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A breath of fresh information to help diagnosis
Aug 4, 2019
A communications concept could pinpoint a person infected with a deadly, contagious virus in the middle of a crowded airport.
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Mastering a prickly problem in ferrofluids
Jul 14, 2019
Computer simulation accurately captures the beguiling motion of a liquid magnetic material.
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Accelerating the grapevine effect
Jul 3, 2019
Gossip is an efficient way to share information across large networks and has unexpected applications in solving other mathematical and machine-learning problems.
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Querying big data just got universal
Jun 23, 2019
A universal query engine for big data that works across computing platforms could accelerate analytics research.
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Tweaking tools to track tweets over time
Feb 17, 2019
Computer model learns to identify Twitter users’ evolving interests by analyzing their Tweets.
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Polymers offer a better view
Oct 24, 2018
A window opens for analyzing the distribution of small molecules in biological and medical tissue samples.
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Computing solutions for biological problems
Oct 14, 2018
Xin Gao’s research is building bridges between computer science and biology.
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Scanning in the fourth dimension
Jul 1, 2018
A novel imaging method makes it possible to capture object deformation in three dimensions over time with unprecedented accuracy.
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A clearer future for underwater exploration
May 6, 2018
An optical communication system could revolutionize underwater exploration and discovery.
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Streamlining space structures
Oct 22, 2017
A new computational framework marries ideas from computer graphics with civil engineering to reduce times and costs of constructing frame-based structures.
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Algorithm scours datasets to diagnose medical mysteries
Apr 29, 2017
A new tool uses genetic and clinical information to find the root cause of unexplained illnesses.
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Sharing expert experimental knowledge to expedite design
Mar 25, 2017
A repository of metabolic information provides a quick reference tool for designing useful synthetic biological systems.
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Divide and conquer pattern searching
Dec 27, 2016
A new data-mining strategy that offers unprecedented pattern search speed could glean new insights from massive datasets.
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Filling in the blanks of virtual cities
Aug 27, 2016
New software generates three-dimensional models of buildings, with applications for disaster relief support.
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Technology search for relationships
Aug 6, 2016
A sketch-based query for searching for relationships among objects in images could enhance the power and utility of image search tools.
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Exploring artificial biosynthesis
Jul 16, 2016
Metabolic route explorer helps to optimize the pathways for artificial biosynthesis of valuable products.
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Exploring protein form to find function
Jun 25, 2016
Existing systems for predicting protein structure are outperformed by a newly developed method.
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Sharing movement aids learning
Jun 4, 2016
Automated learning of an individual’s movement patterns shared over mobile and social networks could help us to connect better.
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Noisy cells produce bursts of protein
Feb 20, 2016
A new mathematical model explains how random factors affect the production of proteins within the cells.
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Unlocking complex interactions
Sep 19, 2015
Functions of interacting molecular complexes are uncovered through a novel method of aligning the interaction interface of each complex.
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Choosing the right scheme for green communications
Aug 22, 2015
Performance analysis reveals how different resource allocation schemes may impact the energy efficiency of a cognitive radio system.
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Disease researchers have a way with words
Jul 25, 2015
Specialized word search method sheds light on phenotypic similarity of diseases.
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Peak performance for proteins
Jun 13, 2015
An improved peak fitting procedure enables a better determination of protein structures.
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Finding the face in the crowd
May 30, 2015
An algorithm that maximizes the difference between data categories achieves high accuracy in classifying faces.
