Foster, Ian
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 38 citations
Computer Science · #Reinforcement Learning in Robotics
- Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
2023/12/06 by Tung Nguyen, Rohan Shah, Nguyen, Tung +15 · 1 voice · 15 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #cs.AI #cs.LG #physics.ao-ph
- Comprehensive Exploration of Synthetic Data Generation: A Survey
2024/01/04 by Bauer, André, Trapp, Simon, Stenger, Michael +5 · 19 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models
2023/09/11 by Mansi Sakarvadia, Sakarvadia, Mansi, Aswathy Ajith +13 · 2 voices · 3 citations
Computer Science · #cs.CL #cs.AI #cs.LG
- The Anatomy of the Grid - Enabling Scalable Virtual Organizations
2001/03/29 by Ian Foster, Foster, Ian, Carl Kesselman +3 · 4 citations
Business, Management and Accounting · Computer Science · #Collaboration in agile enterprises #Distributed and Parallel Computing Systems #Service-Oriented Architecture and Web Services #cs.AR #cs.DC
- Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
2024/11/20 by Yoel Zimmermann, Adib Bazgir, Zimmermann, Yoel +298 · 3 voices · 6 citations
Engineering · #Biomedical and Engineering Education
- Mitigating Memorization In Language Models
2024/10/03 by Mansi Sakarvadia, Aswathy Ajith, Sakarvadia, Mansi +15 · 3 voices · 2 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- Oil & Water? Diffusion of AI Within and Across Scientific Fields
2024/05/24 by Eamon Duede, William Dolan, Duede, Eamon +7 · 4 voices · 1 citation
#cs.DL #cs.AI
- Fast and accurate learned multiresolution dynamical downscaling for precipitation
2021/01/18 by Jiali Wang, Wang, Jiali, Zhengchun Liu +8 · 4 citations
Earth and Planetary Sciences · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Cryospheric studies and observations #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- 34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
2025/05/05 by Yoel Zimmermann, Zimmermann, Yoel, Adib Bazgir +74 · 2 voices · 1 citation
Materials Science · Medicine · Engineering · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education
- SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
2024/05/16 by Yuwei Wan, Yixuan Liu, Wan, Yuwei +15 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 4 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
- Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
2023/10/25 by Mansi Sakarvadia, Arham Khan, Sakarvadia, Mansi +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Foundation Models for the Electric Power Grid
2024/07/12 by Hendrik F. Hamann, Hamann, Hendrik F., Thomas Brunschwiler +51 · 6 citations
Engineering · Energy · #Optimal Power Flow Distribution #Power Systems and Renewable Energy #Power Systems and Technologies
- BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning
2020/08/18 by Zhengchun Liu, Liu, Zhengchun, Hemant Sharma +12 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing
2024/01/09 by Torsten Hoefler, Marcin Copik, Hoefler, Torsten +19 · 4 citations
Computer Science · #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #IoT and Edge/Fog Computing
- Coupling streaming AI and HPC ensembles to achieve 100-1000x faster biomolecular simulations
2021/04/10 by Alexander Brace, Brace, Alexander, Igor Yakushin +17 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow
2025/01/18 by Xiaoli Yan, Nathaniel Hudson, Yan, Xiaoli +33 · 5 citations
Decision Sciences · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Principles of the Battery Data Genome
2021/09/14 by Ward, Logan, Babinec, Susan, Dufek, Eric J. +24 · 1 citation
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Physics and Society (physics.soc-ph)
- The Diminishing Returns of Masked Language Models to Science
2022/05/23 by Hong, Zhi, Ajith, Aswathy, Pauloski, Gregory +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
- Empowering Scientific Workflows with Federated Agents
2025/05/08 by Pauloski, J. Gregory, Babuji, Yadu, Chard, Ryan +3 · 6 citations
#Distributed #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval
2021/05/28 by Zhengchun Liu, Liu, Zhengchun, Ahsan Ali +25 · 1 citation
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Research Data Management Practices #Scientific Computing and Data Management
- DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
2025/02/11 by Liu, Xuefeng, Jiang, Songhao, Chen, Siyu +4 · 3 citations
#Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
2023/12/15 by Weber, Maurice, Siebenschuh, Carlo, Butler, Rory +8 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision
2024/02/05 by Nathaniel Hudson, J. Gregory Pauloski, Hudson, Nathaniel +29 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Combining Language and Graph Models for Semi-structured Information Extraction on the Web
2024/02/21 by Zhi Hong, Kyle Chard, Hong, Zhi +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Accelerating Communications in Federated Applications with Transparent Object Proxies
2023/05/16 by J. Gregory Pauloski, Valérie Hayot-Sasson, Pauloski, J. Gregory +13 · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- AdaParse: An Adaptive Parallel PDF Parsing and Resource Scaling Engine
2025/04/23 by Siebenschuh, Carlo, Hippe, Kyle, Gokdemir, Ozan +10 · 2 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Deep Model Merging: The Sister of Neural Network Interpretability -- A Survey
2024/10/16 by Arham Khan, Todd Nief, Khan, Arham +15 · 1 citation
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
- Experiences with Model Context Protocol Servers for Science and High Performance Computing
2025/08/25 by Pan, Haochen, Chard, Ryan, Mello, Reid +12 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing
2024/07/16 by Haochen Pan, Pan, Haochen, Ryan Chard +17 · 1 citation
Computer Science · Decision Sciences · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)