Model validation
View article: Simulation and process validation of an efficient combination of high-pressure die-casting and injection molding to produce metal-polymer-composite parts in one mold
Simulation and process validation of an efficient combination of high-pressure die-casting and injection molding to produce metal-polymer-composite parts in one mold Open
View article: Hydrological Model for Estimating Volume of Inflow into the Peppara Dam Reservoir Using GIS and SWAT
Hydrological Model for Estimating Volume of Inflow into the Peppara Dam Reservoir Using GIS and SWAT Open
This article presents an application of SWAT model to simulate and predict the volume of inflow into Peppara dam reservoir. The model was calibrated and validated using SWAT CUP (SWAT-Calibration Uncertainty Programs). The calibratio…
View article: Hydrological Model for Estimating Volume of Inflow into the Peppara Dam Reservoir Using GIS and SWAT
Hydrological Model for Estimating Volume of Inflow into the Peppara Dam Reservoir Using GIS and SWAT Open
This article presents an application of SWAT model to simulate and predict the volume of inflow into Peppara dam reservoir. The model was calibrated and validated using SWAT CUP (SWAT-Calibration Uncertainty Programs). The calibration was …
View article: Denitrification in biogeochemical models - challenges and advances in simulating N2 and N2O emission in agricultural systems
Denitrification in biogeochemical models - challenges and advances in simulating N2 and N2O emission in agricultural systems Open
Denitrification represents a major nitrogen loss pathway in agriculture, reducing plant N uptake, lowering crop N use efficiency, while emitting the potent greenhouse gas N2O. However, due to methodological challenges, field measurements o…
View article: "A Specification-Aware Optimization Framework for Continuous-Time Linear Equalizers in High-Speed SerDes Systems"
"A Specification-Aware Optimization Framework for Continuous-Time Linear Equalizers in High-Speed SerDes Systems" Open
"Abstract\u2014This paper presents a designer-driven optimization framework for Continuous-Time Linear Equalizers (CTLEs) used in high-speed SerDes systems. The proposed Python-based model integrates parameter sweeping, transfer function a…
View article: Pydantic Validation
Pydantic Validation Open
Pydantic Validation is the most widely used data validation library for Python. Fast and extensible, Pydantic Validation plays nicely with your linters/IDE/brain. Define how data should be in pure, canonical Python 3.9+; validate it with P…
View article: Final Validation of Timing performance of common productions
Final Validation of Timing performance of common productions Open
This deliverable summarises the validation activities carried out within AIDAinnova WP6 on advanced timing-detector technologies developed in common productions at FBK and CNM. The work covers the electrical, laser-based, and beam-test cha…
View article: Insights on Modelling Practices and Tool Preferences - Results of a Public Survey in the Energy Domain
Insights on Modelling Practices and Tool Preferences - Results of a Public Survey in the Energy Domain Open
We present results of a public survey on modelling practices and tool preferences, in the energy domain. The survey covered experiences with and usage of programming languages and models, model selection criteria, software development prac…
View article: NVIDIA Prediction Validation Report
NVIDIA Prediction Validation Report Open
On September 30, 2025, the Institutional Collapse Predictor (ICP) framework analysed NVIDIA Corporation and predicted NO COLLAPSE despite detecting early stress indicators. This prospective prediction was validated on November 19, 2025, wh…
View article: "A Specification-Aware Optimization Framework for Continuous-Time Linear Equalizers in High-Speed SerDes Systems"
"A Specification-Aware Optimization Framework for Continuous-Time Linear Equalizers in High-Speed SerDes Systems" Open
"Abstract\u2014This paper presents a designer-driven optimization framework for Continuous-Time Linear Equalizers (CTLEs) used in high-speed SerDes systems. The proposed Python-based model integrates parameter sweeping, transfer function a…
View article: D2.3 Product Validation Report
D2.3 Product Validation Report Open
The purpose of this document is to describe the validation strategy used in BiCOME. The data being produced in BiCOME can be broadly split into continuous (e.g., pigment concentration) and categorical (e.g., seagrass presence) variables. A…
View article: D2.3 Product Validation Report
D2.3 Product Validation Report Open
The purpose of this document is to describe the validation strategy used in BiCOME. The data being produced in BiCOME can be broadly split into continuous (e.g., pigment concentration) and categorical (e.g., seagrass presence) variables. A…
View article: Experiment and Calibration of Finite Element Parameters of Pineapple Based on Cohesive Zone Model
Experiment and Calibration of Finite Element Parameters of Pineapple Based on Cohesive Zone Model Open
In view of the lack of research on the extrusion of pineapple caused by the overall stress response of pineapple at the present stage of pineapple automatic harvesting, the finite element model of pineapples can be studied by constructing …
View article: Robustness Analysis of a Fast Virtual Temperature Sensor Using a Recurrent Neural Network Model Sensitivity
Robustness Analysis of a Fast Virtual Temperature Sensor Using a Recurrent Neural Network Model Sensitivity Open
Virtual sensing is an emerging field of research that has garnered increasing attention in recent years. In this paper, we focus our attention on recurrent neural networks for time-series forecasting, namely, the Nonlinear AutoRegressive e…
View article: Reproducibility Archive for Integrated Model Development, Consensus ML Screening, Protein Selection, Docking, and MD to Identify GSK3β Inhibitors
Reproducibility Archive for Integrated Model Development, Consensus ML Screening, Protein Selection, Docking, and MD to Identify GSK3β Inhibitors Open
This Zenodo repository contains the complete reproducibility archive for the study: “Integrated Model Development, Consensus ML Screening, Protein Selection, Docking, and MD to Identify GSK3β Inhibitors” The archive includ…
View article: PetitPascal/Machine-learning-model: Machine learning models for reproducibility - initial release
PetitPascal/Machine-learning-model: Machine learning models for reproducibility - initial release Open
Machine learning models for reproducibility This repository contains trained machine learning models generated as part of different scientific studies. The goal is to support reproducibility, transparency, and external validation of publis…
View article: PetitPascal/Machine-learning-model: Machine learning models for reproducibility - initial release
PetitPascal/Machine-learning-model: Machine learning models for reproducibility - initial release Open
Machine learning models for reproducibility This repository contains trained machine learning models generated as part of different scientific studies. The goal is to support reproducibility, transparency, and external validation of publis…
View article: Predictive Bioharmonics: Mathematical Validation of the Pre-Diagnostic Phase Identified in the PanSeer Study
Predictive Bioharmonics: Mathematical Validation of the Pre-Diagnostic Phase Identified in the PanSeer Study Open
Predictive Bioharmonics introduces the first mathematical model capable of predicting when biological health transitions into measurable disease — before disease becomes clinically detectable. The model complements and mathematically expla…
View article: Simulated Self-Assessment in Large Language Models: A Psychometric Approach to AI Self-Efficacy
Simulated Self-Assessment in Large Language Models: A Psychometric Approach to AI Self-Efficacy Open
Self-assessment is a key aspect of reliable intelligence, yet evaluations of large language models (LLMs) focus mainly on task accuracy. We adapted the 10-item General Self-Efficacy Scale (GSES) to elicit simulated self-assessments from te…
View article: Comfort Prediction Model for Sports Car Seats
Comfort Prediction Model for Sports Car Seats Open
Automotive seat comfort is a critical factor in enhancing driver satisfaction, especially in sports cars, where design must balance comfort features and performance-oriented features like lateral containment and anti-submarining. This stud…
View article: Predictive Bioharmonics: Mathematical Validation of the Pre-Diagnostic Phase Identified in the PanSeer Study
Predictive Bioharmonics: Mathematical Validation of the Pre-Diagnostic Phase Identified in the PanSeer Study Open
Predictive Bioharmonics introduces the first mathematical model capable of predicting when biological health transitions into measurable disease — before disease becomes clinically detectable. The model complements and mathematically expla…
View article: Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach"
Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach" Open
Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach" by Michalak P., Duneau D. and Ferdy J-B.
View article: Comparison of Noise Impact from Aircraft Flyover Measurements and Simulations Considering Model Uncertainties
Comparison of Noise Impact from Aircraft Flyover Measurements and Simulations Considering Model Uncertainties Open
This paper presents a comparison of acoustic flyover measurements conducted using DLR’s Advanced Technology Research Aircraft for different aircraft configurations with simulations performed in the Parametric Aircraft Noise Analysis Module…
View article: Proof-of-concept and model validation of chemical looping reforming of glycerol at relevant conditions
Proof-of-concept and model validation of chemical looping reforming of glycerol at relevant conditions Open
View article: OLAMUR - Case study C - Fucus model prediction dataset: bioenergetic modeling of fucus vesiculosus production in Tagalaht Bay - WP3 University of Tartu
OLAMUR - Case study C - Fucus model prediction dataset: bioenergetic modeling of fucus vesiculosus production in Tagalaht Bay - WP3 University of Tartu Open
A test Fucus farm in Tagalaht Bay (6m,2). Environmental inputs (salinity, temperature, NO3, light,) were sourced from the Copernicus Marine Service, with high-resolution data from models like HIROMB-BOOS and BALMFC-ERGOM. Daily averages we…
View article: Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach"
Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach" Open
Model code for "Seminal fluid proteins as regulation factors for optimizing reproduction: a modeling approach" by Michalak P., Duneau D. and Ferdy J-B.
View article: Development and internal validation of a clinical prediction model for the needed level of care in preterm neonates
Development and internal validation of a clinical prediction model for the needed level of care in preterm neonates Open
This prediction model demonstrates the feasibility of perinatal identification of very preterm neonates not in need of tertiary-level NICU care. Future research should focus on updating the model to a source population of women with immine…
View article: Correction: Yuan et al. Machine Learning Prediction Models to Evaluate the Strength of Recycled Aggregate Concrete. Materials 2022, 15, 2823
Correction: Yuan et al. Machine Learning Prediction Models to Evaluate the Strength of Recycled Aggregate Concrete. Materials 2022, 15, 2823 Open
There is a statement missing in the original publication [...]
View article: Evaluating Upstream Fish Passage in Sand Bed Channels
Evaluating Upstream Fish Passage in Sand Bed Channels Open
The evaluation of fish passage in sand bed channels is challenging due to rapidly changing bed topography. Traditional empirical and hydraulic modeling approaches are not appropriate for such systems because they assume a fixed channel bed…
View article: SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models
SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models Open
Text-to-image diffusion models can emit copyrighted, unsafe, or private content. Safety alignment aims to suppress specific concepts, yet evaluations seldom test whether safety persists under benign downstream fine-tuning routinely applied…