Foundational Questions in Machine Learning: How to Compare Distributional Data
Jia Li sits in front of computer while a student points at screen

A metic named after a Penn State professor supports many AI tools.

Reducing Data Complexity with Machine Learning
Bharath Sriperumbudur writes on white board while student looks on

The Kernel method provides an alternative to deep learning.

Improving the Rigor of AI and Other Analytical Tools for Genomic Analysis
Justin Silverman, Nicole Lazar, and Maxwell Konnaris

Graduate student Maxwell Konnaris aims to improve AI and other tools for genomics.

Deep Learning, Image Processing, and Cyro-EM
cryo-em image of sirt6 enzyme in complex with nucleosome

AI helps researchers determine structure of “dancing” molecules.

Can Mathematics Reveal the Depth of Deep Learning?
Leonid Berlyand writes on chalkboard

What is deep learning, and how can mathematics improve deep-learning models?

Q&A: How Can Deep Learning Improve Physics and Engineering?
Robin Tuluie holds microphone while presenting a talk
Improving the Search for Exoplanets with AI
Artist's conception of a planet covered with a global ocean. A new study finds that these water worlds could maintain stable climates and perhaps sustain life. Credit: ESO/M. Kornmesser.

Building models for star variability using physics-informed machine learning trained on the sun.

AI-Generated Materials for Dark Matter Detection
hubble image of a galaxy cluster with a blue hue

Identifying new materials could help with search for elusive dark matter.

Who Needs a Membrane?
Marina Feric and student work at lab bench
For certain life-essential proteins in E. coli, repair is more likely
Image of E. coli bacterial cell with boxes zooming in on differently colored proteins.
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