@ARTICLE{
author={Thuany Mabliny,Valero David,Villiger Elias,Forte Pedro,Weiss Katja,Andrade Marilia Santos,Nikolaidis Pantelis T,Cuk Ivan D,Rosemann Thomas,Knechtle Beat},
year={2025},
title={Modeling Performance in IRONMAN® 70.3 Age Group Triathletes},
journal={SPORTS MEDICINE-OPEN},
volume={11},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Thuany Mabliny,Weiss Katja,Valero David,Villiger Elias,Andrade Marilia Santos,Nikolaidis Pantelis T,Scheer Volker,De Lira Claudio Andre Barbosa,Vancini Rodrigo Luiz,Cuk Ivan D,Braschler Lorin,Rosemann Thomas,Knechtle Beat},
year={2025},
title={An analysis of the 6-h ultra-marathon race using a machine learning approach},
journal={FRONTIERS IN SPORTS AND ACTIVE LIVING},
volume={7},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Villiger Elias,Valero David,Cuk Ivan D,Nikolaidis Pantelis T,De Lira Claudio Andre Barbosa,Vancini Robrigo Luiz,Gajda Robert,Weiss Katja,Rosemann Thomas,Thuany Mabliny},
year={2025},
title={East-European runners were the fastest in 6-day ultramarathons},
journal={HUMAN MOVEMENT},
volume={26},
number={3},
pages={45-61},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Weiss Katja,Valero David,Scheer Volker,Villiger Elias,Nikolaidis Pantelis T,Andrade Marilia,Cuk Ivan D,Gajda Robert,Rosemann Thomas,Thuany Mabliny},
year={2025},
title={Change in elevation predicts 100 km ultra marathon performance},
journal={SCIENTIFIC REPORTS},
volume={15},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Weiss Katja,Nikolaidis Pantelis Theodoros,Braschler Lorin,Vancini Rodrigo Luiz,Andrade Marilia Santos,Cuk Ivan D,Rosemann Thomas,Thuany Mabliny},
year={2025},
title={Race course characteristics are the most important predictors in 48 h ultramarathon running},
journal={SCIENTIFIC REPORTS},
volume={15},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Thuany Mabliny,Cuk Ivan D,Forte Pedro,Andrade Marilia Santos,Nikolaidis Pantelis Theodoros,Rosemann Thomas,Weiss Katja},
year={2025},
title={Cycling and Running are More Predictive of Overall Race Finish Time than Swimming in IRONMAN® Age Group Triathletes},
journal={SPORTS MEDICINE-OPEN},
volume={11},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Turnwald Jonas,Valero David,Forte Pedro,Weiss Katja,Villiger Elias,Thuany Mabliny,Scheer Volker,Wilhelm Matthias,Andrade Marilia,Cuk Ivan D,Nikolaidis Pantelis T,Knechtle Beat},
year={2025},
title={Analysis of the 50-mile ultramarathon distance using a predictive XGBoost model},
journal={SCIENTIFIC REPORTS},
volume={15},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Thuany Mabliny,Valero David,Villiger Elias,Nikolaidis Pantelis Theodoros,Andrade Marilia S,Cuk Ivan D,Rosemann Thomas,Weiss Katja},
year={2025},
title={The association of origin and environmental conditions with performance in professional IRONMAN triathletes},
journal={SCIENTIFIC REPORTS},
volume={15},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Villiger Elias,Valero David,Braschler Lorin,Weiss Katja,Vancini Rodrigo Luiz,Andrade Marilia Santos,Scheer Volker,Nikolaidis Pantelis T,Cuk Ivan D,Rosemann Thomas,Thuany Mabliny},
year={2024},
title={Analysis of the 10-day ultra-marathon using a predictive XG boost model},
journal={BMC RESEARCH NOTES},
volume={17},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Thuany Mabliny,Nikolaidis Pantelis Theodoros,Cuk Ivan D,Andrade Marilia Santos,Forte Pedro,Braschler Lorin,Rosemann Thomas,Weiss Katja},
year={2024},
title={The influence of origin and race location on performance in IRONMAN® age group triathletes},
journal={PLOS ONE},
volume={19},
number={12},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Thuany Mabliny,Witthoft Anja,Valero David,Forte Pedro,Weiss Katja,Scheer Volker,Nikolaidis Pantelis T,Andrade Marilia Santos,Cuk Ivan D,Knechtle Beat},
year={2024},
title={Road and trail running from 5 km to an ultra-marathon - trends in Switzerland from 1999 to 2019},
journal={HUMAN MOVEMENT},
volume={25},
number={3},
pages={96-108},
document_type={Article},
} 

@ARTICLE{
author={Weiss Katja,Valero David,Villiger Elias,Scheer Volker,Thuany Mabliny,Aidar Felipe J,De Souza Raphael Fabricio,Cuk Ivan D,Nikolaidis Pantelis T,Rosemann Thomas,Knechtle Beat},
year={2024},
title={Associations between environmental factors and running performance: An observational study of the Berlin Marathon},
journal={PLOS ONE},
volume={19},
number={10},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Thuany Mabliny,Andrade Marilia Santos,Cuk Ivan D,Nikolaidis Pantelis Theodoros,Rosemann Thomas,Weiss Katja},
year={2024},
title={Sex difference in IRONMAN age group triathletes},
journal={PLOS ONE},
volume={19},
number={10},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Thuany Mabliny,Valero David,Villiger Elias,Fernandes Matheus Santos Sousa,Forte Pedro,Weiss Katja,Nikolaidis Pantelis T,Cuk Ivan D,Knechtle Beat},
year={2024},
title={A study of the fastest courses for professional triathletes competing in IRONMAN® triathlons},
journal={HUMAN MOVEMENT},
volume={25},
number={2},
pages={148-160},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Weiss Katja,Valero David,Villiger Elias,Nikolaidis Pantelis Theodoros,Andrade Marilia Santos,Scheer Volker,Cuk Ivan D,Gajda Robert,Thuany Mabliny},
year={2024},
title={Using machine learning to determine the nationalities of the fastest 100-mile ultra-marathoners and identify top racing events},
journal={PLOS ONE},
volume={19},
number={8},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Villiger Elias,Weiss Katja,Valero David,Gajda Robert,Scheer Volker,De Lira Claudio Andre Barbosa,Braschler Lorin,Nikolaidis Pantelis T,Vancini Rodrigo Luiz,Cuk Ivan D,Rosemann Thomas,Thuany Mabliny},
year={2024},
title={Analysis of the 72-h ultramarathon using a predictive XG Boost model},
journal={SPORT SCIENCES FOR HEALTH},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Weiss Katja,Valero David,Villiger Elias,Thuany Mabliny,Forte Pedro,Gajda Robert,Scheer Volker,Sreckovic Sreten,Cuk Ivan D,Nikolaidis Pantelis T,Andrade Marilia Santos,Knechtle Beat},
year={2024},
title={Analysis of over 1 million race records shows runners from East African countries as the fastest in 50-km ultra-marathons},
journal={SCIENTIFIC REPORTS},
volume={14},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Thuany Mabliny,Andrade Marilia Santos,Nikolaidis Pantelis Theodoros,Cuk Ivan D,Weiss Katja},
year={2023},
title={Comparing the Performance Gap Between Males and Females in the Older Age Groups in IRONMAN® 70.3: An Internet-Based Cross-Sectional Study of More Than 800,000 Race Records},
journal={SPORTS MEDICINE-OPEN},
volume={9},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Weiss Katja,Valero David,Villiger Elias,Thuany Mabliny,Cuk Ivan D,Scheer Volker,Knechtle Beat},
year={2022},
title={Relationship between running performance and weather in elite marathoners competing in the New York City Marathon},
journal={SCIENTIFIC REPORTS},
volume={12},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Weiss Katja,Valero David,Villiger Elias,Thuany Mabliny,Scheer Volker,Cuk Ivan D,Knechtle Beat},
year={2022},
title={Temperature and barometric pressure are related to running speed and pacing of the fastest runners in the 'Berlin Marathon'},
journal={EUROPEAN REVIEW FOR MEDICAL AND PHARMACOLOGICAL SCIENCES},
volume={26},
number={12},
pages={4177-4187},
document_type={Article},
} 

@ARTICLE{
author={Weiss Katja,Valero David,Villiger Elias,Scheer Volker,Thuany Mabliny,Cuk Ivan D,Rosemann Thomas,Knechtle Beat},
year={2022},
title={The Influence of Environmental Conditions on Pacing in Age Group Marathoners Competing in the "New York City Marathon"},
journal={FRONTIERS IN PHYSIOLOGY},
volume={13},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Knechtle Beat,Valero David,Villiger Elias,Alvero-Cruz Jose R,Nikolaidis Pantelis Theodoros,Cuk Ivan D,Rosemann Thomas,Scheer Volker},
year={2021},
title={Trends in Weather Conditions and Performance by Age Groups Over the History of the Berlin Marathon},
journal={FRONTIERS IN PHYSIOLOGY},
volume={12},
number={},
pages={-},
document_type={Article},
}