Soil carbon decomposition varies vastly, holding implications for climate models

Soil stores more carbon than Earth's atmosphere and plants combined, which makes the speed of soil carbon's decomposition an ...
IEEE

Data-Driven Iterative Feedforward Tuning With Nonlinearity Compensation Based on Bang–Bang Funnel Control for Linear Motor Systems

Abstract: Iterative feedforward tuning (IFFT) effectively improved tracking accuracy in linear motor systems. Nonlinear disturbances, such as friction, not only introduces repetitive errors but also ...

Data Center 4D: Dynamic Systems That Self-Model With Digital Load

Historically, data center design was linear: Size the facility to meet demand forecasts and hope for the best. Power and ...
IEEE

Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning

Abstract: The identification of a mathematical dynamics model is a crucial step in the designing process of a controller. However, it is often very difficult to identify the system’s governing ...
Frontiers

Advancements in tensor low-rank modeling for data-intensive applications

In the field of data science and engineering, tensors have become an essential tool for representing and analyzing ...
How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can use R-style formulas. First, you need to import statsmodels and its ...
MarketWatch

After jobs data, fed-funds futures point to higher chance of Fed rate cut in September

Traders in the federal-funds futures market were pricing in on Friday a greater chance that the Federal Reserve cuts its benchmark interest rate in September, as they assessed a softer-than-expected U ...