TensorFlow/PyTorch
TensorFlow/PyTorch engineering simulation projects, research workflows, technical guides and PhD research-title ideas. This hub connects project demonstrations, technical guides and research-title pages so readers can move from implementation to methodology and research extension without relying on isolated pages.
What this hub covers
Simulation workflowResearch methodologyBaseline comparisonValidationTechnical project videosPhD research extensions
Related project watch pages
- Low-Rate MEMS Vibratory Gyroscope Modeling and Coriolis-Based Angular Rate Measurement in COMSOL Multiphysics
- Design and Multiphysics Analysis of a Mode-Matched Low-Rate MEMS Vibratory Gyroscope with Electrostatic Tuning and Capacitive Readout in COMSOL Multiphysics
- Novelty and Scientific Rationale of the DFBGS 5.9-GHz Printed ANSYS HFSS Antenna
- Design and Optimization of a Handheld Electrically Small 90 MHz PCB Loop Antenna for RFID Tag Applications Using CST Studio Suite
- 28 GHz RIS Beam Steering in ANSYS HFSS Full 8×8 Array for 6G Wireless Communication
- Novel Asymmetric U-Slot Microstrip Patch Antenna with Defected Ground Structure for 5.8 GHz Applications Using ANSYS HFSS 2024 R2
- Design and Simulation of a 28 GHz 1-Bit Reconfigurable Intelligent Surface for 6G Wireless Communication Using ANSYS HFSS
- Solar PV–Fed Dual Active Bridge Converter with MPPT and Single-Phase-Shift Control for Three-Phase Grid Integration in MATLAB Simulink
- Comparative Analysis of Conventional, Series, Parallel, LLC & CLLC SiC DAB Converters 48V–380V 1kW MATLAB Simulink
- Performance Enhancement of a Biconical Antenna Using a Frequency Selective Surface for 2.45 GHz Wireless Applications
- Wearable Tri-Band Antenna Design for 2.4 GHz, 3.8 GHz & 5 GHz Using ANSYS HFSS 2024 Rogers RO5880
Related research titles
- Graph Neural Network for Topology-Aware Fault Localization in Smart Grids
- Anomaly Detection in Engineering Digital Twins Using Self-Supervised Learning
- Physics-Informed Neural Networks for Power-System Dynamic State Estimation
- AI-Based Controller Tuning With Stability-Constrained Bayesian Optimization
- Explainable AI for Predictive Maintenance of Power Electronic Converters
- Federated Learning for Distributed Industrial Fault Diagnosis
- Multi-Modal Engineering Diagnosis Combining Time Series, Images and Text Logs
- Surrogate Modeling for Multi-Physics Design Optimization
Related technical guides
- IEEE 33 Bus System Power Flow in MATLAB
- Grid-Forming Inverter Digital Twins for Low-Inertia Renewable Grids
- Low-Rate MEMS Vibratory Gyroscope in COMSOL: Coriolis Modeling
- Photonic Crystal MEMS Sensors in COMSOL Multiphysics
- SiC DAB Converter Topologies: Conventional vs Series/Parallel/LLC/CLLC
- Reconfigurable Intelligent Surface Antennas for 6G Research in HFSS
- Grid-Supportive Green Hydrogen with PEM Electrolysers in PowerFactory
- 90 MHz Electrically Small PCB Loop Antenna in CST for RFID
- DFBGS 5.9 GHz Printed Antenna in HFSS: Novelty and Validation
- PMSM FOC Control MATLAB Code for EV Applications
- MPPT Algorithm Comparison in MATLAB Simulink
- PV-Fed DAB Converter with MPPT and SPS Control in MATLAB Simulink
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