- GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
2025/06/16 by Milad Ramezankhani, Ramezankhani, Milad, Janak M. Patel +5 · 2 citations
Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Autonomous Weapon Systems and AI-enabled Decision Support Systems in Military Targeting: A Comparison and Recommended Policy Responses
2025/06/02 by Alexander Blanchard, Laura Bruun · 1 voice · 1 citation
Social Sciences · Engineering · #Ethics and Social Impacts of AI #Military Strategy and Technology #Advanced Data Processing Techniques
- First-passage approach to optimizing perturbations for improved training of machine learning models
2025/05/14 by Sagi Meir, Tommer D. Keidar, Shlomi Reuveni +1 · 1 voice · 2 citations
Computer Science · Engineering · #Neural Networks and Applications #Advanced Data Processing Techniques
- HMCF: A Human-in-the-loop Multi-Robot Collaboration Framework Based on Large Language Models
2025/05/01 by Zhaoxing Li, Li, Zhaoxing, Wenbo Wu +9 · 2 citations
Engineering · #Advanced Data Processing Techniques #Robotics and Automated Systems
- Adaptive Fault-tolerant Control of Underwater Vehicles with Thruster Failures
2025/04/22 by Haolin Liu, Shiliang Zhang, Liu, Haolin +13 · 4 citations
Engineering · #Adaptive Control of Nonlinear Systems #Advanced Data Processing Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- DUE: A Deep Learning Framework and Library for Modeling Unknown Equations
2025/04/14 by Junfeng Chen, Chen, Junfeng, Kailiang Wu +3 · 2 citations
Engineering · #Advanced Data Processing Techniques #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
- AI-University: An LLM-based platform for instructional alignment to scientific classrooms
2025/04/11 by Mostafa Faghih Shojaei, Rahul Gulati, Shojaei, Mostafa Faghih +12 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Semantic Web and Ontologies
- Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks
2025/03/03 by Nandi Schoots, Schoots, Nandi, Mattia Jacopo Villani +3 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis
- Automated Flow Pattern Classification in Multi-phase Systems Using AI and Capacitance Sensing Techniques
2025/02/23 by Nian Ran, Ran, Nian, Fayez M. Al-Alweet +5 · 1 citation
Engineering · #Fault Detection and Control Systems #Oil and Gas Production Techniques #Advanced Data Processing Techniques
- STeCa: Step-level Trajectory Calibration for LLM Agent Learning
2025/02/20 by Hanlin Wang, Jian Wang, Wang, Hanlin +5 · 5 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Anomaly Detection Techniques and Applications #Natural Language Processing Techniques
- Self-Regularization with Sparse Autoencoders for Controllable LLM-based Classification
2025/02/19 by Xuansheng Wu, Wenhao Yu, Wu, Xuansheng +5 · 4 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Fuzzy Logic and Control Systems #Machine Learning and Data Classification
- LLM Embeddings for Deep Learning on Tabular Data
2025/02/17 by Boshko Koloski, Andrei Margeloiu, Koloski, Boshko +9 · 3 citations
Computer Science · Engineering · #Computational Physics and Python Applications #Advanced Data Processing Techniques #Neural Networks and Applications
- Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction
2025/02/15 by Leisheng Yu, Yu, Leisheng, Cai, Yanxiao +4 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Mapping Synthetic Observations to Prestellar Core Models: An Interpretable Machine Learning Approach
2025/02/11 by T. Grassi, Grassi, T., M. Padovani +15 · 1 citation
Decision Sciences · Engineering · #Advanced Data Processing Techniques #Astrophysics of Galaxies (astro-ph.GA) #Big Data Technologies and Applications #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #SAS software applications and methods
- Probabilistic Artificial Intelligence
2025/02/07 by Andreas Krause, Jonas Hübotter, Krause, Andreas +1 · 24 voices · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Machine Learning and Data Classification #Neural Networks and Applications #cs.AI #cs.LG
- Adapting Network Information into Semantics for Generalizable and Plug-and-Play Multi-Scenario Network Diagnosis
2025/01/28 by Tiao Tan, Fengxiao Tang, Tan, Tiao +5 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Scientific Computing and Data Management #Semantic Web and Ontologies
- SCP-116K: A High-Quality Problem-Solution Dataset and a Generalized Pipeline for Automated Extraction in the Higher Education Science Domain
2025/01/26 by Dakuan Lu, Xiaoyu Tan, Lu, Dakuan +12 · 4 citations
Computer Science · Decision Sciences · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Scientific Computing and Data Management
- A Survey on Memory-Efficient Transformer-Based Model Training in AI for Science
2025/01/21 by Kaiyuan Tian, Linbo Qiao, Tian, Kaiyuan +7 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods
- Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems
2025/01/17 by Weibo Gao, Gao, Weibo, Qi Liu +13 · 11 citations
Computer Science · Engineering · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Advanced Data Processing Techniques
- Physics-Informed Latent Neural Operator for Real-time Predictions of time-dependent parametric PDEs
2025/01/14 by Sharmila Karumuri, Karumuri, Sharmila, Lori Graham‐Brady +3 · 4 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
- KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration
2025/01/07 by Chengyuan Li, Li, Chengyuan, Suyang Zhou +7 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Seismology and Earthquake Studies
- General Information Metrics for Improving AI Model Training Efficiency
2025/01/02 by Jianfeng Xu, Xu, Jianfeng, Congcong Liu +19 · 1 citation
Computer Science · Business, Management and Accounting · Engineering · #Machine Learning and Data Classification #Big Data and Business Intelligence #Advanced Data Processing Techniques
- AI Agent for Education: von Neumann Multi-Agent System Framework
2024/12/30 by Yuan-Hao Jiang, Jiang, Yuan-Hao, Ruijia Li +13 · 7 citations
Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Advanced Data Processing Techniques #Mobile Agent-Based Network Management
- Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
2024/12/27 by Le Chen, Chen, Le, Bin Lei +10 · 3 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software System Performance and Reliability
- Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
2024/12/17 by G Liu, Liu, Geling, Yunzhi Tan +12 · 3 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Neural Networks and Applications #Text and Document Classification Technologies
- Modified UNIFAC 2.0 -- A Group-Contribution Method Completed with Machine Learning
2024/12/17 by Nicolas Hayer, Hans Hasse, Hayer, Nicolas +3 · 3 citations
Engineering · #Advanced Data Processing Techniques #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Nuclear and radioactivity studies
- A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks
2024/12/12 by Saptarshi Mandal, Mandal, Saptarshi, Xiaojun Lin +3 · 1 citation
Engineering · Computer Science · #Advanced Data Processing Techniques #Neural Networks and Applications #Statistical and Computational Modeling
- PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
2024/12/10 by Zining Wnag, Wnag, Zining, Jinyang Guo +13 · 2 citations
Engineering · Materials Science · #Reservoir Engineering and Simulation Methods #Advanced Data Processing Techniques #Graphite, nuclear technology, radiation studies
- Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks
2024/12/08 by Naveed Ur Rehman Junejo, Junejo, Naveed Ur Rehman, Muhammad Wasim Nawaz +9 · 2 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Online Learning and Analytics #Advanced Decision-Making Techniques
- LoRA Diffusion: Zero-Shot LoRA Synthesis for Diffusion Model Personalization
2024/12/03 by Ethan Smith, Smith, Ethan, Rami Seid +6 · 1 citation
Engineering · Computer Science · #Advanced Data Processing Techniques #Speech Recognition and Synthesis
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