Loss functions and constraints improve sea surface height prediction

In order to understand currents, tides and other ocean dynamics, scientists need to accurately capture sea surface height, or ...
JSTOR Daily

Modeling Global Macroclimatic Constraints on Ectotherm Energy Budgets

We describe a mechanistic individual-based model of how global macroclimatic constraints affect the energy budgets of ectothermic animals. The model uses macroclimatic and biophysical characters of ...
JSTOR Daily

Modeling complexity: cognitive constraints and computational model-building in integrative systems biology

Modern integrative systems biology defines itself by the complexity of the problems it takes on through computational modeling and simulation. However in integrative systems biology computers do not ...
Risk

An interpretable Comprehensive Capital Analysis and Review (CCAR) neural network model for portfolio loss forecasting and stress testing

This paper proposes an interpretable nonlinear neural network (NN) model that translates business regulatory requirements into model constraints. The model is then compared with linear and nonlinear ...