LEADER 05098nam 22007575 450 001 9911011819003321 005 20250630130241.0 010 $a9783031976261 024 7 $a10.1007/978-3-031-97626-1 035 $a(CKB)39532326200041 035 $a(MiAaPQ)EBC32184250 035 $a(Au-PeEL)EBL32184250 035 $a(DE-He213)978-3-031-97626-1 035 $a(EXLCZ)9939532326200041 100 $a20250630d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Science ? ICCS 2025 $e25th International Conference, Singapore, Singapore, July 7?9, 2025, Proceedings, Part I /$fedited by Michael H. Lees, Wentong Cai, Siew Ann Cheong, Yi Su, David Abramson, Jack J. Dongarra, Peter M. A. Sloot 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (451 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15903 311 08$a9783031976254 327 $aICCS 2025 Main Track Full Papers -- Backtranslation and Paraphrasing in the LLM Era? Comparing Data Augmentation Methods for Emotion Classification -- Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/4/6 Breast Cancer Dataset -- Bus Loop Scheduling with Dueling Double Deep Q Network -- Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge -- Tensorial Implementation for Robust Variational Physics-Informed Neural Networks -- Neural Parabolic Wave Equation for Refractivity Estimation -- Discover the Tractable Latent Space of Floating Offshore Wind Turbine based on a Novel GNN-Encoder-Decoder-LSTM Deep Learning Architecture -- Towards Weight-space Interpretation of Low-Rank Adapters for Diffusion Models -- Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression -- Combining Shape and Trajectory Features for Human Action Classification using a Neural Network and Synthetic Data -- Improving Object Detection Quality in Football Through Super-Resolution Techniques -- Flexible User-defined Domain Decomposition in Kilometer-Scale E3SM Land Model Simulation -- A Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-Label Classification -- Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design -- Dual Adaptive Windows Toward Concept-Drift in Online Network Intrusion Detection -- Estimating Airborne Transmission Risk for Indoor Space: Coupling Agent-based Model and Computational Fluid Dynamics -- A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks -- Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions -- Adaptive Physics Refinement for Anatomic Adhesive Dynamics Simulations -- Microfluidic Digital Twin for Enhanced Single-Cell Analysis -- Energy-Efficient Neural Network Training for Scientific Datasets with Advanced Similarity Analytics and Orchestration. 330 $aThe 4-volume set LNCS constitutes the main proceedings of the 25th International Conference on Computational Science, ICCS 2025, which took place in Singapore, Singapore, during July 7?9, 2025. The 64 full papers and 52 short papers presented in these proceedings were carefully reviewed and selected from 162 submissions. The ICCS 2025 main track full papers are organized in volumes 15903?15905 (Parts I to III) and the ICCS 2025 main track short papers are included in volume 15906 (Part IV). 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15903 606 $aComputer science 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aSoftware engineering 606 $aComputer science$xMathematics 606 $aTheory of Computation 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aSoftware Engineering 606 $aMathematics of Computing 615 0$aComputer science. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aSoftware engineering. 615 0$aComputer science$xMathematics. 615 14$aTheory of Computation. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aSoftware Engineering. 615 24$aMathematics of Computing. 676 $a004.0151 700 $aLees$b Michael H$01830829 701 $aCai$b Wentong$01830830 701 $aCheong$b Siew Ann$01830831 701 $aSu$b Yi$01830832 701 $aAbramson$b David$01351228 701 $aDongarra$b J. J$052003 701 $aSloot$b Peter M. A$01369671 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911011819003321 996 $aComputational Science - ICCS 2025$94401433 997 $aUNINA