default author photo

Eshta Ranyal

University of Antwerp

Prinsstraat 13

Antwerp, 2000

Belgium

  • University of Antwerp

SCHOLARLY PAPERS

1

DOWNLOADS

76

TOTAL CITATIONS

0

Scholarly Papers (1)

Actions:
Email selected abstracts
1.

What Governs Model Choice - Data Availability or Model Complexity? A Modular Framework for Road Infrastructure Performance Forecasting

Downloads 76 (830,555)

What Governs Model Choice - Data Availability or Model Complexity? A Modular Framework for Road Infrastructure Performance Forecasting

Number of pages: 70 Posted: 23 Oct 2025
Eshta Ranyal and Cedric Vuye
University of Antwerp and University of Antwerp
Downloads 45 (1,144,483)

Abstract:

Loading...

Pavement Performance Modelling, Evolution Model Framework, Long Short Term Memory (LSTM), SHAP Explainability, Multivariate Time-Series Forecasting, Predictive Pavement Maintenance

What Governs Model Choice - Data Availability or Model Complexity? A Modular Framework for Road Infrastructure Performance Forecasting

Number of pages: 70 Posted: 23 Oct 2025
Eshta Ranyal and Cedric Vuye
University of Antwerp and University of Antwerp
Downloads 31 (1,341,098)

Abstract:

Loading...

Pavement Performance Modelling, Evolution Model Framework, Long Short Term Memory (LSTM), SHAP Explainability, Multivariate Time-Series Forecasting, Predictive Pavement Maintenance