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2026
Lecture Notes in Computer Science
2026
Solving the inverse problem of time-dependent heat source identification with non-classical boundary conditions
Journal of Computational and Applied Mathematics
2025
Neural networks for reconstruction and uncertainty quantification of fast-ion phase-space distributions using FILD and INPA measurements
Nuclear Fusion
2025
Analysis of a time-dependent source function for the heat equation with nonlocal boundary conditions through a local meshless procedure
Computational and Applied Mathematics
2025
Accurate depth-resolved temperature profiling via thermal-radiation spectroscopy: numerical methods vs machine learning
Optics Express
2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
2024
Dung beetle optimization with deep learning approach for solving inverse problems in predicting financial futures
Alexandria Engineering Journal
2024
2024 International Semiconductor Conference (CAS)
2024
Fast reconstruction of milling temperature field based on CNN-GRU machine learning models
Frontiers in Neurorobotics
2024
Using Physics-Informed Neural Networks (PINNs) for Tumor Cell Growth Modeling
Mathematics
2024
Deep learning solutions for inverse problems in advanced biomedical image analysis on disease detection
Scientific Reports
2024
Unlocking the potential of LSTM for accurate salary prediction with MLE, Jeffreys prior, and advanced risk functions
PeerJ Computer Science
2024
A New Solar Hard X-ray Image Reconstruction Algorithm for ASO-S/HXI Based on Deep Learning
Solar Physics
2023
2023 19th International Asian School-Seminar on Optimization Problems of Complex Systems (OPCS)
2023
Hybrid Deep Learning and Sensitivity Operator-Based Algorithm for Identification of Localized Emission Sources
Mathematics
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