7 citations · 12 across the 2 of their papers we have counts for
3 papers
Shape Constraints in Symbolic Regression using Penalized Least Squares
Viktor Martinek, Julia Reuter, Ophelia Frotscher +3
We study the addition of shape constraints (SC) and their consideration during the parameter identification step of symbolic regression (SR). SC serve as a means to introduce prior…
Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State Development
Viktor Martinek, Ophelia Frotscher, Markus Richter +1
Thermodynamic equations of state (EOS) are essential for many industries as well as in academia. Even leaving aside the expensive and extensive measurement campaigns required for t…
Planning of Measurement Series for Thermodynamic Properties based on Optimal Experimental Design
Ophelia Frotscher, Roland Herzog, Markus Richter
Decreasing the time required for accurate thermodynamic property measurements is extremely desirable for model development that can respond to the needs of science and industry wit…