Physics-Informed Neural Networks for solving 2D Shallow Water Equations: Accuracy Assessment Through Dambreak Benchmark Problems

A Comprehensive Multimodal Framework for Robust Forgery Detection in Social Media Images via Adaptive Gated Fusion of Convolutional Neural Networks, Vision Transformers, and Graph Neural Network Representations

Wasin Alkishri, Shahid Kamal, Jabar Yousif, Mahmood Al-Bahri

A Parameterized Data-Driven Neural Network with Physics-Based Regularization for Thermal Field Prediction in Metal Additive Manufacturing

Aishwarya Manjunath, Hang Tran, Selvamurugan Palaniappan, Shashank Sharma, Song Fu, Narendra B. Dahotre

Restricting Passive Attacks in 6G Vehicular Networks: A Physical Layer Security Perspective

Sagar Kavaiya, Dhaval K. Patel

Also available via: Research Square

Design of novel Channel Propagation model for underwater acoustic wireless communication inside a tank

Sweta S Panchal, Sagarkumar Patel, Sandipkumar Panchal, Jayesh Pabari

Abstract The absorption of underwater acoustic signal travelling in tank filled with water having saturation of sodium chloride is demonstrated by model developed specifically for attenuation. The simulation results of developed model for attenuation is performed using soft compu…Read more

Also available via: Research Square

Identifying the Spatial Network Structure of County-Level Rural Settlements Using Multi-Source Data and Graph Neural Embedding: A Case Study of Dangyang, Hubei Province, China

徐律 Lü XU, Yang Chen, Zhentian Zhang, Chai Chengzhang, Yuan Lei, Haijiang Li

An Interpretable Machine Learning Host-Response Score for Postoperative Disease-Free Survival Risk Stratification in Colorectal Adenocarcinoma: A Retrospective Prognostic Modelling Study

Liyu Shan, Liuyang Yang, Ning Xu, Changlong Yang, Yanghongyu Li, Qin Liu, et al.