Cover Image

Is AI Robust Enough for Scientific Research?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Jun-Jie, Song, Jiahao, Wang, Xiu-Cheng, Li, Fu-Peng, Liu, Zehan, Chen, Jian-Nan, Dang, Haoning, Wang, Shiyao, Zhang, Yiyan, Xu, Jianhui, Shi, Chunxiang, Wang, Fei, Pang, Long-Gang, Cheng, Nan, Zhang, Weiwei, Zhang, Duo, Meng, Deyu
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Symmetry Breaking in Neural Network Optimization: Insights from Input Dimension Expansion
by: Zhang, Jun-Jie, et al.
Published: (2024)

Phase-space entropy at acquisition reflects downstream learnability
by: Wang, Xiu-Cheng, et al.
Published: (2025)

On the uncertainty principle of neural networks
by: Zhang, Jun-Jie, et al.
Published: (2022)

Path-Level Radio Map-Aided Fast and Robust Channel Estimation for Pilot-Starved MIMO-OFDM Systems
by: Wang, Xiucheng, et al.
Published: (2026)

Religious Beliefs and Non‐Cash Payment: An Investigation Based on the World Bank's Global Findex Database
by: Nan Li, et al.
Published: (2025)

Adaptive-Growth Randomized Neural Networks for PDEs: Algorithms and Numerical Analysis
by: Dang, Haoning, et al.
Published: (2024)

Adaptive-Growth Randomized Neural Networks for Level-Set Computation of Multivalued Nonlinear First-Order PDEs with Hyperbolic Characteristics
by: Dang, Haoning, et al.
Published: (2026)

The measurement of the splashback radius of dark matter halo
by: Xu, Weiwei, et al.
Published: (2024)

BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for Joint Site Selection and Precoding
by: Wang, Xiucheng, et al.
Published: (2026)

RadioDiff-Loc: Diffusion Model Enhanced Scattering Congnition for NLoS Localization with Sparse Radio Map Estimation
by: Wang, Xiucheng, et al.
Published: (2025)

Downregulation of circ‐RAPGEF5 inhibits colorectal cancer progression by reducing the expression of polypeptide N‐acetylgalactosaminyltransferase 3 (GALNT3)
by: Duo Cheng, et al.
Published: (2024)

When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation
by: Sun, Lin, et al.
Published: (2026)

Overexpression of a Tonoplast Malate Transporter Gene Leads to Enhanced Anthocyanin Biosynthesis in Apple
by: Mengxia Zhang, et al.
Published: (2025)

Low-rank Tensor Autoregressive Predictor for Third-Order Time-Series Forecasting
by: Wang, Haoning, et al.
Published: (2024)

Task-Agnostic Learnable Weighted-Knowledge Base Scheme for Robust Semantic Communications
by: Jiang, Shiyao, et al.
Published: (2025)

SurveyEval: Towards Comprehensive Evaluation of LLM-Generated Academic Surveys
by: Zhao, Jiahao, et al.
Published: (2025)

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
by: Wang, Zehan, et al.
Published: (2024)

DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience
by: Wang, Runxiang, et al.
Published: (2025)

Time-Varying Coronary Artery Deformation: A Dynamic Skinning Framework for Surgical Training
by: Wang, Shuo, et al.
Published: (2025)

Patient-Specific Dynamic Digital-Physical Twin for Coronary Intervention Training: An Integrated Mixed Reality Approach
by: Wang, Shuo, et al.
Published: (2025)

Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning
by: Wang, Shuo, et al.
Published: (2025)

Dissolving Microneedle Patches Integrating Optical Clearing and Photothermal Agents for Improved Photothermal Disinfection
by: Yiyan Cheng, et al.
Published: (2025)

The Protective Role of Perceived Social Support: A Multivariate Latent Growth Analysis of Its Dynamic Associations With Aggression Across the Primary‐Secondary School Transition
by: Yangqian Wang, et al.
Published: (2026)

Simplex Frank-Wolfe: Linear Convergence and Its Numerical Efficiency for Convex Optimization over Polytopes
by: Wang, Haoning, et al.
Published: (2025)

XRDSLAM: A Flexible and Modular Framework for Deep Learning based SLAM
by: Wang, Xiaomeng, et al.
Published: (2024)

Scientific Logicality Enriched Methodology for LLM Reasoning: A Practice in Physics
by: Yu, Zhaoxin, et al.
Published: (2026)

Conducting family meetings on families with dementia: An integrative review
by: Huiyue Zhang, et al.
Published: (2024)

NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations
by: Nan, Junjie, et al.
Published: (2025)

RMS-flux slope in MAXI J1820+070: a measure of the disk-corona coupling
by: Wang, Yanan, et al.
Published: (2024)

VW-PINNs: A volume weighting method for PDE residuals in physics-informed neural networks
by: Song, Jiahao, et al.
Published: (2024)

Kinematically Controllable Cable Robots with Reconfigurable End-effectors
by: Zhang, Nan
Published: (2025)

Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
by: Tao, Keda, et al.
Published: (2024)

RMSup: Physics-Informed Radio Map Super-Resolution for Compute-Enhanced Integrated Sensing and Communications
by: Zhang, Qiming, et al.
Published: (2025)

Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks
by: Zhang, Jun-Jie, et al.
Published: (2024)

Assessing the Robustness and Reducibility of Multiplex Networks with Embedding-Aided Interlayer Similarities
by: Nan, Haoran, et al.
Published: (2025)

BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation
by: Zhang, Yuan, et al.
Published: (2026)

The Application of Multimedia Information Fusion Technology in the Construction of University Intelligent Libraries
by: Nan Pang
Published: (2024)

SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
by: Zhang, Youliang, et al.
Published: (2025)

Deubiquitinase Genes as Prognostic Biomarkers in Osteosarcoma: Insights From Single‐Cell Sequencing and Machine Learning–Based Prognostic Modeling
by: Meng Zhang, et al.
Published: (2025)

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 1)
by: Xue, Xiao, et al.
Published: (2025)