Machine learning rediscovers equations governing ocean biogeochemistry

Climate and ocean models use a series of equations to represent complex natural processes. However, the equations used in ...
ZDNet

AI: The pattern is not in the data, it's in the machine

It's a commonplace of artificial intelligence to say that machine learning, which depends on vast amounts of data, functions by finding patterns in data. The phrase, "finding patterns in data," in ...
Booth School of Business

Machine-Learning Systems Can Search for Visual Patterns in Price Charts

Technical traders have long searched for distinctive shapes in stock-price charts in order to predict returns. As artificial intelligence systems become better and better at recognizing visual ...
Nature

Integrated analysis of X-ray diffraction patterns and pair distribution functions for machine-learned phase identification

To bolster the accuracy of existing methods for automated phase identification from X-ray diffraction (XRD) patterns, we introduce a machine learning approach that uses a dual representation whereby ...
Nature

Environmental gradients explain nearshore microplastic distribution patterns: insights from machine learning models

Microplastic is a global concern recently, yet the factors associated with particle behavior after entering marine environments remain uncertain. Using three years of observations integrated with ...