Yoel Zimmermann; Adib Bazgir; Alexander Al-Feghali; Mehrad Ansari; Joshua Bocarsly; L Catherine Brinson; Yuan Chiang; Defne Circi; Min-Hsueh Chiu; Nathan Daelman; Matthew L Evans; Abhijeet S Gangan; Janine George; Hassan Harb; Ghazal Khalighinejad; Sartaaj Takrim Khan; Sascha Klawohn; Magdalena Lederbauer; Soroush Mahjoubi; Bernadette Mohr; Seyed Mohamad Moosavi; Aakash Naik; Aleyna Beste Ozhan; Dieter Plessers; Aritra Roy; Fabian Schöppach; Philippe Schwaller; Carla Terboven; Katharina Ueltzen; Yue Wu; Shang Zhu; Jan Janssen; Calvin Li; Ian Foster; Ben Blaiszik

Flight: A FaaS-based framework for complex and Hierarchical Federated Learning

Flight: 一个基于FaaS的用于复杂和分层联邦学习的框架

Future Generation Computer Systems

IF0

2025-07-120

PRE

The computing continuum: Past, present, and future

计算连续体：过去、现在与未来

Computer Science Review

IF12.7

2025-07-100

PRE

Object Proxy Patterns for Accelerating Distributed Applications

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2025-02-010

Efficient distributed continual learning for steering experiments in real-time

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2025-01-010

OAAI

Machine learning-guided discovery of gas evolving electrode bubble inactivation

NANOSCALE

IF5.1

2025-01-011

Assessment of fine-tuned large language models for real-world chemistry and material science applications

评估用于现实世界化学和材料科学应用的微调大型语言模型

CHEMICAL SCIENCE

IF7.4

2025-01-011

OAAI

Van Herck, Joren; Gil, Maria Victoria; Jablonka, Kevin Maik; Abrudan, Alex; Anker, Andy S.; Asgari, Mehrdad; Blaiszik, Ben; Buffo, Antonio; Choudhury, Leander; Corminboeuf, Clemence; Daglar, Hilal; Elahi, Amir Mohammad; Foster, Ian T.; Garcia, Susana; Garvin, Matthew; Godin, Guillaume; Good, Lydia L.; Gu, Jianan; Xiao Hu, Noemie; Jin, Xin; Junkers, Tanja; Keskin, Seda; Knowles, Tuomas P. J.; Laplaza, Ruben; Lessona, Michele; Majumdar, Sauradeep; Mashhadimoslem, Hossein; Mcintosh, Ruaraidh D.; Moosavi, Seyed Mohamad; Mourino, Beatriz; Nerli, Francesca; Pevida, Covadonga; Poudineh, Neda; Rajabi-Kochi, Mahyar; Saar, Kadi L.; Hooriabad Saboor, Fahimeh; Sagharichiha, Morteza; Schmidt, K. J.; Shi, Jiale; Simone, Elena; Svatunek, Dennis; Taddei, Marco; Tetko, Igor; Tolnai, Domonkos; Vahdatifar, Sahar; Whitmer, Jonathan; Wieland, D. C. Florian; Willumeit-Roemer, Regine; Zuttel, Andreas; Smit, Berend

Machine learning materials properties with accurate predictions, uncertainty estimates, domain guidance, and persistent online accessibility

具有准确预测、不确定性估计、领域指导和持续在线可访问性的机器学习材料属性

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-12-021