Neural networks.

Building Models of Spectroscopy for Condensed Phase Systems with Atomistic Detail Using Theory and Machine Learning. by: (Language materials, manuscript)

Efficient Learning from 3D Molecular Structures Using Equivariant Neural Networks. by: (Language materials, manuscript)

Open System Neural Networks. by: (Language materials, manuscript)

Deep Reinforcement Learning with Consensus for Manipulators. by: (Language materials, manuscript)

Seismic Assessment of Low-Rise Existing Infilled Steel Frames Under Earthquake Sequences Using Machine Learning-based Fragility Analysis. by: (Language materials, manuscript)

A Large-Scale Uav Audio Dataset and Audio-Based UAV Classification Using CNN. by: (Language materials, manuscript)

Investigation of Sensorimotor Integration and Control in Parkinson's Disease Using Haptics-Enabled Robotics and Machine Learning. by: (Language materials, manuscript)

Graph Neural Networks Based on Multi-Rate Signal Decomposition for Bearing Fault Diagnosis. by: (Language materials, manuscript)

Experimental Validation of Degradation in Nuclear Equipment-Piping Systems and its Detection Using Deep Learning. by: (Language materials, manuscript)

Venture Capital in China : = Portfolio Firm Performance, Investment Efficiency, and Partner Selection. by: (Language materials, manuscript)

Hafnium Oxide Based Ferroelectric Materials for Memory Applications. by: (Language materials, manuscript)

Convex Neural Networks. by: (Language materials, manuscript)

Entropic Regularization in Wasserstein Gans : = Robustness, Generalization and Privacy. by: (Language materials, manuscript)

Reasoning About Floating Point in Real-World Systems. by: (Language materials, manuscript)

Neural Network Assisted Combustion Chemistry Reaction Model Optimization and Uncertainty Minimization. by: (Language materials, manuscript)

Homogenization-Informed Convolutional Neural Networks for Estimation of Effective Transport Properties in Porous and Fractured Media. by: (Language materials, manuscript)

Statistical Analysis of Scientific Machine Learning. by: (Language materials, manuscript)

High-Integrity Urban Localization : = Bringing Safety in Aviation to Autonomous Driving. by: (Language materials, manuscript)

Statistical Explorations of Deterministic Functions. by: (Language materials, manuscript)

Learning with Neural Networks in High Dimensions. by: (Language materials, manuscript)

Building and Evaluating Computational Models of the Mammalian Visual System. by: (Language materials, manuscript)

Deep Learning Algorithms for Computational Mechanics on Irregular Geometries. by: (Language materials, manuscript)

Relativistic Jets in the Era of X-Ray Polarimetry. by: (Language materials, manuscript)

Improving Energy Efficiency for CGRA Architectures. by: (Language materials, manuscript)

Generative Neural Network-Based Defense Methods Against Cyberattacks for Connected and Autonomous Vehicles. by: (Language materials, manuscript)

Prediction of Structural Health of Pavement Preservation Treated Pavements Using Neural Networks. by: (Language materials, manuscript)

Generative AI for Ceramics Painting. by: (Language materials, manuscript)

An Advanced Approach to Assessing Flood Risk in Urban Environments. by: (Language materials, manuscript)

Machine Learning for Stock Prediction Based on Fundamental Analysis. by: (Language materials, manuscript)

Multimodal Learning Analytics and Predictive Student Modeling for Game-Based Learning. by: (Language materials, manuscript)

Evaluating EEG-EMG Fusion-Based Classification as a Method for Improving Control of Wearable Robotic Devices for Upper-Limb Rehabilitation. by: (Language materials, manuscript)

Towards Knowledge Based Planning for CyberKnife®Stereotactic Radiosurgery Treatments of Multiple Intracranial Metastases. by: (Language materials, manuscript)

Development and Application of Big Data Analytics and Artificial Intelligence for Structural Health Monitoring and Metamaterial Design. by: (Language materials, manuscript)

Multi-Scale Spatiotemporal Neural Computation : = On the Relationship Between Dynamical Attractors Spiking Neural Networks and Convolutional Neural Circuits. by: (Language materials, manuscript)

Deep Learning Applied to Animal Linguistics = = Deep Learning Mit Anwendung in Der Tierlinguistik. by: (Language materials, manuscript)

Efficient and Robust Deep Learning for Medical Imaging and Natural Language Processing. by: (Language materials, manuscript)

Uncovering and Inducing Interpretable Causal Structure in Deep Learning Models. by: (Language materials, manuscript)

Nature of Learning and Learning of Nature. by: (Language materials, manuscript)

Designing and Evaluating Language Models for Human Interaction. by: (Language materials, manuscript)

Applying Artificial Intelligence to the Sociological Study of Meaning. by: (Language materials, manuscript)

Compiling Deep Learning Kernels to Locality-Aware Dataflow. by: (Language materials, manuscript)

A Game Theoretical Approach to Optimal Pitch Sequencing. by: (Language materials, manuscript)

Enhancing Perception for Autonomous Vehicles. by: (Language materials, manuscript)

Efficient Sequential Sampling for Neural Network-Based Surrogate Modeling. by: (Language materials, manuscript)

On Generative Models and Joint Architectures for Document-Level Relation Extraction. by: (Language materials, manuscript)

Data Analytics Methods Used for the Issues of Civil Aviation Maintenance Repair and Overhaul Industry-a Literature Review. by: (Language materials, manuscript)

Development of Deep Learning Models for RNA Modification Detection Using Nanopore Sequencing. by: (Language materials, manuscript)

Improving Super-Resolution Microscopy Data Reconstruction and Evaluation by Developing Advanced Processing Algorithms and Artifcial Neuronal Networks = = Verbesserung Von Datenrekonstruktion und -Auswertung in Der Super-resolution Mikroskopie Durch Die Entwicklung Von Fortgeschrittenen Verarbeitungsalgorithmen und Kunstlichen Neuronalen Netzen. by: (Language materials, manuscript)

Robust and Efficient Probabilistic Approaches Towards Parameter Identification and Model Updating. by: (Language materials, manuscript)

Information Extraction and Knowledge Graph Development for Manufacturing Science Domain Using Natural Language Processing. by: (Language materials, manuscript)

Autonomous Shipwreck Detection & Mapping. by: (Language materials, manuscript)

More is Better than One : = The Effect of Ensembling on Deep Learning Performance in Biochemical Prediction Problems. by: (Language materials, manuscript)

Functional and Effective Connectivity Based Classification and Prediction of Alzheimer's Disease. by: (Language materials, manuscript)

A Data Mining Model and a Real-Time Predictive Software Prototype for the Spatial Design and Planning of High Energy Performance Solar Community Microgrids. by: (Language materials, manuscript)

Deep Learning-Based Indoor Localization for IoT Applications. by: (Language materials, manuscript)

Data-Driven Safety & Security of Cyberphysical Systems. by: (Language materials, manuscript)

Sustainable Development Goals Attainment Prediction : = A Hierarchical Framework Using Time Series Modelling. by: (Language materials, manuscript)

Mitigating Social Challenges Among Vulnerable Communities With Machine Learning. by: (Language materials, manuscript)

Dimensionality Reduction of Embedded Boundary Models for Nonlinear Fluid-Structure Interaction. by: (Language materials, manuscript)

Driving Reasoning Systems for Product Design and Flexible Robotic Manipulation Using 3D Design-Based Knowledge Graphs. by: (Language materials, manuscript)

Finite Element Analysis of Reinforced Concrete Slab-column Connections for Seismic Performance Investigation. by: (Language materials, manuscript)

Study of Deep Neural Networks on Graph Data in a Generative Learning Regime. by: (Language materials, manuscript)

Computational Methods for Multi-Scale Biological Imaging and Modeling. by: (Language materials, manuscript)

Improving Deep Learning-Based Facade Visual Inspection : = A Data Quality Perspective. by: (Language materials, manuscript)

Mechanics and Mechanisms of Fracture for an Eastern Spruce Subject to Transverse Loading Using Acoustic Emission. by: (Language materials, manuscript)

Simultaneous Short-Term Decision-Making in Mining Complexes Integrating Geometallurgy Assisted By Production Data. by: (Language materials, printed)

Ai-Based Traffic Forecasting in 5G Network. by: (Language materials, printed)

GAN-Based Super-Resolution and Segmentation of Retinal Layers in Optical Coherence Tomography Scans. by: (Language materials, printed)

A Comparative Study of Deep Learning Architectures for Multivariate Cloud Workload Prediction = = COk Degiskenli Bulut is Yuku Tahmini Icin Derin Ogrenme Mimarilerinin Karsilastirmali Calismasi. by: (Language materials, printed)

Applying Quantum Approximate Optimization to the Heterogeneous Vehicle Routing Problem. by: (Language materials, printed)

New Model-Based and Deep Learning Methods for Survival Data with or Without Competing Risks. by: (Language materials, printed)

基於條件生成對抗網路的多層全域式頻域光學同調斷層掃描系統的偽影消除器的實現 = = Implementation of Conditional Generative Adversarial Network based Artifact Eliminator for Multi-Layer Fourier Domain Optical Coherence Tomography System / by: (Language materials, printed)

Unmanned Aerial Vehicle-Enabled Mobile Edge Computing for 5G and Beyond. by: (Language materials, printed)

Super Resolution Laser Thermography using Spatially and Temporally Structured Heating = = Superauflosende Laserthermografie mit raumlich und zeitlich strukturierter Heizung. by: (Language materials, printed)

Robust Filtering Schemes for Machine Learning Systems to Defend Adversarial Attack. by: (Language materials, printed)

Physics-Based Artificial Intelligence Models for Vehicle Emissions Prediction. by: (Language materials, printed)

3D 視訊深度影像壓縮與傳輸之研究 = = 3D Video Depth Image Compression and Transmission / by: (Language materials, printed)

非對稱模糊類神經網路開發與應用於雲端系統 = = Asymmetric Fuzzy Neural Networks Development and Implement on Cloud Systems / by: (Language materials, printed)

R deep learning projects : = master the techniques to design and develop neural network models in R / by: (Language materials, printed)