Results 61 to 70 of about 2,294,345 (331)

Transforming the bootstrap: using transformers to compute scattering amplitudes in planar super Yang–Mills theory

Machine Learning: Science and Technology
We pursue the use of deep learning methods to improve state-of-the-art computations in theoretical high-energy physics. Planar $\mathcal{N} = 4$ Super Yang–Mills theory is a close cousin to the theory that describes Higgs boson production at the Large ...
Tianji Cai, Garrett W Merz, François Charton, Niklas Nolte, Matthias Wilhelm, Kyle Cranmer, Lance J Dixon   +6 more
doaj   +1 more source

Enabling FAIR Research in Earth Science through Research Objects [PDF]

, 2018
Data-intensive science communities are progressively adopting FAIR practices that enhance the visibility of scientific breakthroughs and enable reuse.
Albani, Mirko, Albani, Sergio, Aldridge, Timothy, Altintas, Ilkay, Boler, Fran, Crawl, Daniel, De Leo, Francesco, Foglini, Federica, Garcia-Silva, Andres, Genazzio, Melissa A, Glaves, Helen M., Gomez-Perez, Jose Manuel, Grande, Valentina, Krystek, Marcin, Laney, Christine, Lazzarini, Michele, Leone, Rosemarie, Loescher, Henry W., Mantovani, Simone, Marelli, Fulvio, Meertens, Charles, Napier, Hazel J., Palma, Raul, Romaniello, Vito, Salvi, Stefano, Silvagni, Cristiano, Trasati, Elisa   +26 more
core   +2 more sources

Making marine image data FAIR

Scientific Data, 2022
AbstractUnderwater images are used to explore and monitor ocean habitats, generating huge datasets with unusual data characteristics that preclude traditional data management strategies. Due to the lack of universally adopted data standards, image data collected from the marine environment are increasing in heterogeneity, preventing objective ...
Schoening, Timm, Durden, Jennifer, Faber, Claas, Felden, Janine, Heger, Karl, Hoving, Henk-Jan, Kiko, Rainer, Köser, Kevin, Krämmer, Christopher, Kwasnitschka, Tom, Möller, Klas Ove, Nakath, David, Naß, Andrea, Nattkemper, Tim W., Purser, A., Zurowietz, Martin   +15 more
openaire   +8 more sources

The Fate (Outcome) of Clinically Apparent Single Lesion and Oligofocal Nephroblastomatosis Treated According to SIOP/GPOH Protocols for Wilms Tumor

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background The management of clinically apparent single lesions or oligofocal nephroblastomatosis, a facultative precursor of nephroblastoma, remains debated. Methods We retrospectively analyzed 37 patients with clinically apparent single or oligofocal nephroblastomatosis (two to three lesions per kidney) among 2347 patients registered between
Nils Welter, Jens‐Peter Schenk, Jenny Wegert, Manfred Gessler, Leo Kager, Stefan Wagenpfeil, Marina Müller, Jean‐Michel Wolff, Joerg Fuchs, Steven W. Warmann, Clemens‐Magnus Meier, Jochen Hubertus, Christian Rübe, Christian Vokuhl, Patrick Melchior, Lena Tschirner, Norbert Graf, Rhoikos Furtwängler   +17 more
wiley   +1 more source

Recurrent features of amplitudes in planar N $$ \mathcal{N} $$ = 4 super Yang-Mills theory

Journal of High Energy Physics
The planar three-gluon form factor for the chiral stress tensor operator in planar maximally supersymmetric Yang-Mills theory is an analog of the Higgs-to-three-gluon scattering amplitude in QCD.
Tianji Cai, François Charton, Kyle Cranmer, Lance J. Dixon, Garrett W. Merz, Matthias Wilhelm   +5 more
doaj   +1 more source

Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories

Data Science Journal
Despite substantial investment in research data infrastructure, data discovery remains a fundamental challenge in the era of open science. The proliferation of repositories and the rapid growth of deposited data have not resulted in a corresponding ...
Mingfang Wu, Felicitas Löffler, Brigitte Mathiak, Fotis Psomopoulos, Uwe Schindler, Amir Aryani, Jordi Bodera Sempere, Antica Culina, Andreas Czerniak, Chris Erdmann, Kathleen Gregory, Nick Juty, Allyson Lister, Ying-Hsang Liu, Samantha Pearman-Kanza   +14 more
doaj   +1 more source

Reusable, FAIR Humanities Data

International Journal of Digital Curation, 2022
While stakeholders including funding agencies and academic publishers implement more stringent data sharing policies, challenges remain for researchers in the humanities who are increasingly prompted to share their research data. This paper outlines some
Rebecca Grant
doaj   +1 more source

Charmonium Production with QGP and Hadron Gas Effects at SPS and FAIR

, 2015
The production of charmonium in heavy-ion collisions is investigated based on Boltzmann-type transport model for charmonium evolution and langevin equation for charm quark evolution. Charmonium suppression and regeneration in both quark-gluon plasma (QGP)
Chen, Baoyi
core   +1 more source

Feasibility and Safety of High‐Dose Proton Re‐Irradiation in Recurrent Pediatric Central Nervous System Tumors: A Single‐Institution Retrospective Study

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Purpose Pediatric central nervous system (CNS) tumors often recur despite multimodality therapy. Although re‐irradiation (re‐RT) has historically been limited by concerns for severe late toxicities, modern techniques have renewed interest in this approach. Proton therapy provides dosimetric advantages that may enable curative re‐treatment with
Jin‐Ho Song, Jonathan Baron, Carlos Chavez Perez, Sidharth Ramesh, Jane Minturn, Kavita A. Desai, Amish C. Shah, Jean M. Belasco, Kristina A. Cole, Michael J. Fisher, Phillip B. Storm, Peter M. Madsen, Goldie Kurtz, Robert A. Lustig, Christine Hill‐Kayser, Michael J. LaRiviere   +15 more
wiley   +1 more source

A Canonical Data Transformation for Achieving Inter- and Within-group Fairness [PDF]

, 2023
Zachary McBride Lazri, Ivan Brugere, Xin Tian, Dana Dachman-Soled, Antigoni Polychroniadou, Danial Dervovic, Min Wu   +6 more
openalex   +1 more source