Developing Prototype Digital Twins for biodiversity conservation and management: achievements, challenges and perspectives

Autor: Damien Lecarpentier, Timea Biro, Dag Endresen, Marina Golivets, Volker Grimm, Sharif Islam, Hanna Koivula, Dirk Pleiter, Tuomas Rossi, Dmitry Schigel, Christoph Wohner, Gabriela Zuquim, Jesse Harrison

Publikováno v: Research Ideas and Outcomes, Vol 10, Iss , Pp 1-15 (2024)

The BioDT project, funded by the European Union Horizon Europe Programme, seeks to investigate and push the boundaries of methodological, intellectual, data, technical and relevance aspects of the digital twin (DT) approach for understanding and pred

Externí odkaz: https://doaj.org/article/13bb9f89d2444c5ebe79a61fa88eca85

Development and validation of a prognostic model to predict birth weight: individual participant data meta-analysis

Autor: François Goffinet, Paul T Seed, Jørn Olsen, Renato T Souza, Louise C Kenny, José Guilherme Cecatti, Ben W Mol, Jane E Norman, Jun Zhang, Ana Pilar Betran, Kym I E Snell, Richard D Riley, Seppo Heinonen, Anne Eskild, Fionnuala M McAuliffe, Mark Brown, Henk Groen, Alice Rumbold, Kerstin Klipstein-Grobusch, Line Sletner, Anne Karen Jenum, Fionnuala Mone, Hema Mistry, Eric A P Steegers, Shigeru Saito, Arri Coomarasamy, Fabio Facchinetti, Lucilla Poston, Shakila Thangaratinam, SeonAe Yeo, Joyce L Browne, Eva Pajkrt, Wessel Ganzevoort, Kjell Salvesen, Helena Teede, Lucy Chappell, Maria Makrides, Guillermo Carroli, Javier Zamora, Pisake Lumbiganon, Asma Khalil, John Kingdom, Gustaaf Dekker, Robert Gibson, Lionel Carbillon, John Allotey, Dyuti Coomar, Jane West, Marleen Temmerman, Satoru Takeda, Federico Prefumo, Hannele Laivuori, Sohinee Bhattacharya, Sander M J van Kuijk, Lucinda Archer, Jenny Myers, Lisa M Askie, Sergio Ferrazzani, Melanie Smuk, Caroline A Crowther, Francesc Figueras, Lill Trogstad, Maureen Macleod, Claire T Roberts, François Audibert, Ary I Savitri, Lesley McCowan, Wendy S Meschino, Diane Farrar, Yves Giguère, Tianhua Huang, Hans Wolf, Tiziana Frusca, Silvia Salvi, Patrizia Vergani, Chie Nagata, George Daskalakis, Olav Lapaire, Enrico Ferrazzi, Baskaran Thilaganathan, Christopher Redman, Agustin Conde-Agudelo, Nelly Zavaleta, Josje Langenveld, Karlijn C Vollebregt, Jacques Massé, Francesca Crovetto, Mariana Widmer, Ignacio Herraiz, Alberto Galindo, Jean-Claude Forest, Stefan Verlohren, Luc Smits, Edouard Lecarpentier, Per Minor Magnus, Linda Gough, Alex Kwong, Akihide Ohkuchi, Fabricio Da Silva Costa, Athena P Souka, Rinat Gabbay-Benziv, Evan Sequeira, Rachel Katherine Morris, Ahmet A Baschat, Dewi Anggraini, Marleen van Gelder, Sadia Haqnawaz, Cuno SPM Uiterwaal, Annetine C Staff, Louise Bjoerkholt Andersen, Elisa Llurba Olive, Javier Arenas Ramírez, Peter A Zimmerman, Catherine Riddell, Joris van de Post, Sebastián E Illanes, Claudia Holzman, Pia M Villa, Luxmi Velauthar, Miriam van Oostwaard, Christina A Vinter, Camilla Haavaldsen, Inge Eisensee, Ernesto A Figueiró-Filho, Jacob A Lykke, Alfred Mbah, Gordon G S Smith, Read Salim, Annemarijne Adank, Rebecca E Allen, Jan Stener Jørgensen, Anthony O Odibo, Bassam G Haddad, Emily C Kleinrouweler, Ragnhild Bergene Skråstad, Kajantie Eero, Athanasios Pilalis, Lee Ann Hawkins

Publikováno v: BMJ Medicine, Vol 3, Iss 1 (2024)

Objective To predict birth weight at various potential gestational ages of delivery based on data routinely available at the first antenatal visit.Design Individual participant data meta-analysis.Data sources Individual participant data of four cohor

Externí odkaz: https://doaj.org/article/1abaafceeca044b6916e9151f830bd27

Thermodynamic bifurcation in anoxic heart: A far-from-equilibrium dissipative structure.

Autor: Yves Lecarpentier, Olivier Schussler, Victor Claes, Jean-Louis Hébert, Xénophon Krokidis, Alexandre Vallée

Publikováno v: PLoS ONE, Vol 19, Iss 3, p e0298979 (2024)

Thermodynamic consequences of a three-hour long anoxia were investigated on the isolated mammalian rat myocardium. The anoxic heart operated in a far-from-equilibrium manner as attested by the non-linearity between the thermodynamic force and the the

Externí odkaz: https://doaj.org/article/6a5e67d503114ba7b282bf63d57d43e2

Lipschitz Lifelong Reinforcement Learning

Autor: Lecarpentier, Erwan, Abel, David, Asadi, Kavosh, Jinnai, Yuu, Rachelson, Emmanuel, Littman, Michael L.

We consider the problem of knowledge transfer when an agent is facing a series of Reinforcement Learning (RL) tasks. We introduce a novel metric between Markov Decision Processes (MDPs) and establish that close MDPs have close optimal value functions

Externí odkaz: http://arxiv.org/abs/2001.05411

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