通过视频、示例、软件参考材料等资源探索 matlab 与 simulink 的特色功能。
计算机视觉
控制系统
金融服务
物理建模
图像处理与测绘
能源生产
工业自动化与机械
matlab
机器人与自主系统
电力电子控制设计
优化
simulink
english
academia
- computational thinking
- open science
- teaching biology with matlab
- teaching calculus with matlab
- teaching chemistry with matlab
- teaching data science with matlab
- teaching deep learning with matlab
- teaching econometrics with matlab
- teaching geoscience with matlab
- teaching physics with matlab
- teaching psychology and neuroscience with matlab
- teaching science with matlab
cloud computing
code generation and verification
computational biology
computational finance
- ai in finance
- backtesting
- binomial model
- capm
- climate stress test
- cointegration
- commodities trading
- concentration risk
- counterparty credit risk
- credit derivatives
- credit risk
- credit scoring model
- equity trading
- financial derivatives
- financial risk management
- fixed income
- fraud analytics
- garch models
- high-frequency trading
- liquidity risk
- market risk
- momentum trading
- operational risk
- portfolio optimization
- predictive modeling
- statistical arbitrage
- smart beta
- swap curve
- swing trading
- time series regression
- transaction cost analysis
- yield curve
- zero curve
computer vision
control systems
- bode plot
- control design software
- ecu calibration
- euler angles
- frequency response
- gain scheduling
- linearization
- opc ua
- optimal control
- parameter estimation
- pid control
- pid tuning
- quaternion
- reduced order modeling
- root locus
- rotation matrix
- state-space models
- transfer function
- what is reinforcement learning?
electrification
- battery management systems (bms)
- battery modeling
- battery state of charge
- battery thermal management system
- bldc motor control
- boost converter simulation
- buck converter simulation
- clarke and park transforms
- droop control
- field-oriented control
- field-weakening control
- grid-tied inverter
- induction motor speed control
- motor control design with simulink
- motor modeling and simulation
- mppt algorithm
- power electronics hardware-in-the-loop (hil) testing
- power electronics simulation
- power factor correction
- power system simulation and optimization
- space vector modulation (svm)
- small-signal analysis
energy production
event-based modeling
financial services
fpga, asic, and system-on-chip
image processing and mapping
- affine transformation
- color profile
- denoising
- dicom
- digital image processing
- edge detection
- geodesy
- hyperspectral imaging
- image analysis
- image enhancement
- image reconstruction
- image registration
- image segmentation
- image thresholding
- image transform
- lab color
- map projection
- medical image analysis with matlab
industrial automation and machinery
matlab
- data cleaning
- data fitting
- what is data visualization?
- extend java math capabilities with matlab
- matlab acceleration
- matlab apps
- matlab code
- matlab gui
- matlab multicore
- matlab plot gallery
- numerical analysis with matlab
- object-oriented programming in matlab
- scientific computing with matlab
- using matlab with excel
- what is matlab?
medical devices
optimization
parallel computing
partial differential equations
physical modeling
real-time simulation and testing
robotics and autonomous systems
- arduino programming with matlab and simulink
- advanced driver-assistance systems (adas)
- cloud robotics
- cobots
- cyber-physical systems
- drone mapping
- drone programming
- drone simulation
- inverse kinematics
- what is lidar?
- path planning
- raspberry pi programming with matlab and simulink
- robot programming
- simultaneous localization and mapping (slam)
- inertial navigation system
signal processing and communications
- 5g wireless technology development
- 6g
- audio signal processing with matlab and simulink
- beamforming
- bluetooth mesh
- channel model
- convolution
- denoising
- dvb-s2
- empirical mode decomposition
- fast fourier transform (fft)
- filter design
- electronically steered array (esa) radar
- gpus for signal processing algorithms matlab
- high-pass filter
- how do radars work?
- logic analyzer with matlab and simulink
- low-pass filter
- lte tutorial
- massive mimo
- what is mmwave?
- multi-object tracking
- ofdm
- what is o-ran?
- oscilloscope software with matlab and simulink
- parametric equalizer (eq) with matlab and simulink
- quantization
- radar system design
- rf system
- s-parameter
- software-defined radio
- spectrum analyzer software with matlab and simulink
- stream processing
- synthetic aperture radar (sar)
- uwb: ultra-wideband
- wavelet transforms in matlab
- wireless transceiver
simulink
statistics and machine learning
- adaboost
- anomaly detection
- autoencoders
- automl
- what is artificial intelligence?
- cluster analysis
- condition monitoring
- convolutional neural network
- cross-validation
- what is deep learning?
- feature selection
- feature engineering
- generative adversarial networks (gans)
- ground truth
- interpretability
- linear model
- what is linear regression?
- long short-term memory (lstm) networks
- what is machine learning?
- machine learning models
- manufacturing analytics
- matlab vs r
- monte carlo simulation
- what is a neural network?
- nonlinear model
- nonlinear regression
- overfitting
- panel data
- predictive analytics
- predictive maintenance
- prescriptive analytics
- probability distributions
- prognostics
- random number
- recurrent neural network (rnn)
- regularization
- roc curve
- smoothing
- supervised learning
- support vector machine (svm)
- transfer learning
- unsupervised learning