Zobrazeno 1 - 10
of 1 009
pro vyhledávání: '"Luukkonen P"'
Autor:
Munko, Frederik, Luukkonen, Catherine Cruz, Carrasco, Ismael S. S., Reis, Fábio D. A. Aarão, Oettel, Martin
Island formation in strain-free heteroepitaxial deposition of thin films is analyzed using kinetic Monte Carlo simulations of two minimal lattice models and scaling approaches. The transition from layer-by-layer (LBL) to island (ISL) growth is driven
Externí odkaz:
http://arxiv.org/abs/2411.09288
Autor:
Schmidinger, Niklas, Schneckenreiter, Lisa, Seidl, Philipp, Schimunek, Johannes, Hoedt, Pieter-Jan, Brandstetter, Johannes, Mayr, Andreas, Luukkonen, Sohvi, Hochreiter, Sepp, Klambauer, Günter
Language models for biological and chemical sequences enable crucial applications such as drug discovery, protein engineering, and precision medicine. Currently, these language models are predominantly based on Transformer architectures. While Transf
Externí odkaz:
http://arxiv.org/abs/2411.04165
Autor:
Luukkonen, Risto, Burdge, Jonathan, Zosa, Elaine, Talman, Aarne, Komulainen, Ville, Hatanpää, Väinö, Sarlin, Peter, Pyysalo, Sampo
The pretraining of state-of-the-art large language models now requires trillions of words of text, which is orders of magnitude more than available for the vast majority of languages. While including text in more than one language is an obvious way t
Externí odkaz:
http://arxiv.org/abs/2404.01856
Autor:
Luukkonen, Risto, Komulainen, Ville, Luoma, Jouni, Eskelinen, Anni, Kanerva, Jenna, Kupari, Hanna-Mari, Ginter, Filip, Laippala, Veronika, Muennighoff, Niklas, Piktus, Aleksandra, Wang, Thomas, Tazi, Nouamane, Scao, Teven Le, Wolf, Thomas, Suominen, Osma, Sairanen, Samuli, Merioksa, Mikko, Heinonen, Jyrki, Vahtola, Aija, Antao, Samuel, Pyysalo, Sampo
Large language models (LLMs) excel in many tasks in NLP and beyond, but most open models have very limited coverage of smaller languages and LLM work tends to focus on languages where nearly unlimited data is available for pretraining. In this work,
Externí odkaz:
http://arxiv.org/abs/2311.05640
Autor:
Polina Galitskaya, Anna Luukkonen, Marja I. Roslund, Miia Mänttäri, Anja Yli-Viikari, Liisa Tyrväinen, Aki Sinkkonen, Olli Laitinen
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-19 (2024)
Abstract The growing global incidence of immune-mediated and inflammatory diseases (IMIDs) is worrisome, with evidence suggesting that environmental factors, notably urbanization and the reduction of green spaces, may act as potential instigators. Ho
Externí odkaz:
https://doaj.org/article/ed443db4fb8344a3bb7849d9f067f879
Autor:
Helle W. van den Maagdenberg, Martin Šícho, David Alencar Araripe, Sohvi Luukkonen, Linde Schoenmaker, Michiel Jespers, Olivier J. M. Béquignon, Marina Gorostiola González, Remco L. van den Broek, Andrius Bernatavicius, J. G. Coen van Hasselt, Piet. H. van der Graaf, Gerard J. P. van Westen
Publikováno v:
Journal of Cheminformatics, Vol 16, Iss 1, Pp 1-16 (2024)
Abstract Building reliable and robust quantitative structure–property relationship (QSPR) models is a challenging task. First, the experimental data needs to be obtained, analyzed and curated. Second, the number of available methods is continuously
Externí odkaz:
https://doaj.org/article/9debc1b05a614b88bc3be65b20d3adda
Autor:
Casey M. Setash, Adam C. Behney, James H. Gammonley, Cory T. Overton, Michael L. Casazza, Frédéric Letourneux, Frances E. Buderman, Michael L. Schummer, Benjamin Z. Luukkonen, Nathaniel R. Huck, Karen E. Beatty, Pierre Legagneux, David N. Koons
Publikováno v:
Animal Biotelemetry, Vol 12, Iss 1, Pp 1-14 (2024)
Abstract GPS tags have become a common tool in ecological studies of animal behaviour and demography despite previous research indicating negative impacts on vital rates across a variety of taxa. Many researchers face tradeoffs when deciding whether
Externí odkaz:
https://doaj.org/article/19c6c586a8ad42b299c9a1909441b64e
Publikováno v:
BMC Cardiovascular Disorders, Vol 24, Iss 1, Pp 1-12 (2024)
Abstract Background After COVID-19 infection, 10–20% of patients suffer from varying symptoms lasting more than 12 weeks (Long COVID, LC). Exercise intolerance and fatigue are common in LC. The aim was to measure the maximal exercise capacity of th
Externí odkaz:
https://doaj.org/article/062cc2d03ab3440883c83efe679e349c
Autor:
Johanna Matilainen, Viivi Berg, Maija Vaittinen, Ulla Impola, Anne-Mari Mustonen, Ville Männistö, Marjo Malinen, Veera Luukkonen, Natalia Rosso, Tanja Turunen, Pirjo Käkelä, Silvia Palmisano, Uma Thanigai Arasu, Sanna P. Sihvo, Niina Aaltonen, Kai Härkönen, Andrea Caddeo, Dorota Kaminska, Päivi Pajukanta, Minna U. Kaikkonen, Claudio Tiribelli, Reijo Käkelä, Saara Laitinen, Jussi Pihlajamäki, Petteri Nieminen, Kirsi Rilla
Publikováno v:
Journal of Translational Medicine, Vol 22, Iss 1, Pp 1-20 (2024)
Abstract Background Obesity is a worldwide epidemic characterized by adipose tissue (AT) inflammation. AT is also a source of extracellular vesicles (EVs) that have recently been implicated in disorders related to metabolic syndrome. However, our und
Externí odkaz:
https://doaj.org/article/ceb5613430cf4656a79cba7215ebe4ee
Publikováno v:
Cleaner Production Letters, Vol 7, Iss , Pp 100070- (2024)
Community initiatives play a critical role in fostering a circular economy. Repair cafés, as free community repair events, have been found to be successful in promoting the culture of repair and educating diverse audiences on product durability. How
Externí odkaz:
https://doaj.org/article/c1404610df64437ab3b028198b25e321