diff --git a/README.md b/README.md index eae7723a..f3e79f13 100644 --- a/README.md +++ b/README.md @@ -84,7 +84,7 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Use large language models in MATLAB to extract insights from central bank policy documents.

Impact: Harness AI to revolutionize financial text analysis and unlock deeper insights from real-world monetary policy documents.

Expertise gained: Artificial Intelligence, Computational Finance, Natural Language Processing, Text Analytics, Neural Networks

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@@ -97,8 +97,8 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this * Industry partner:



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Submissions: 1

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Expertise gained: Wireless Communication, Artificial Intelligence, Deep Learning, Image Processing, Machine Learning, Neural Networks, Software-defined Radio

Industry partner:

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Submissions: 3

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Submissions: 3

@@ -169,8 +169,8 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Fluid Flow Simulation Using Physics-Informed Neural Networks

Develop a Physics Informed Neural Network (PINN) for fluid flow simulation.

Impact: Transform fluid dynamics with neural networks driving impactful innovations across industries.

Expertise gained: Artificial Intelligence, Deep Learning, Modeling and Simulation, Neural Networks

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Submissions: 1

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Detection and Visualization of CO2 Concentration Using Hyperspectral Satellite Data

Develop a CO2 detection algorithm using hyperspectral images and visualize the results geospatially.

Impact: Enable precise CO2 monitoring for effective climate action.

Expertise gained: Sustainability and Renewable Energy, Image Processing, Machine Learning, Signal Processing

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Submissions: 1

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@@ -195,57 +195,57 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Solar Tracker Control Simulation

Design a control system for a multi axis solar tracker.

Impact: Maximize solar irradiance to increase renewable energy production.

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Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Solar Panels

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Submissions: 8

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Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Solar Panels

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Submissions: 8

Cone Detection for Formula Student Driverless Competition

Develop a cone detection algorithm for Formula Student Driverless competition.

Impact: Enable accurate detection for autonomous racing cars.

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Expertise gained: Autonomous Vehicles, Computer Vision, Deep Learning, Modeling and Simulation

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Submissions: 5

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Expertise gained: Autonomous Vehicles, Computer Vision, Deep Learning, Modeling and Simulation

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Submissions: 5

Multi-UAV Path Planning for Urban Air Mobility

Develop a path planning algorithm for multiple drones flying in an urban environment.

Impact: Contribute to advancing drone applications in UAM and revolutionizing the logistic industry.

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Expertise gained: Autonomous Vehicles, Drones, Robotics, Multi-agent System, Optimization, Sensor Fusion and Tracking, UAV, Modeling and Simulation

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Submissions: 3

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Expertise gained: Autonomous Vehicles, Drones, Robotics, Multi-agent System, Optimization, Sensor Fusion and Tracking, UAV, Modeling and Simulation

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Submissions: 3

Energy Management for a 2-Motor BEV using Model-Predictive Control

Develop a Model-Predictive Control algorithm to optimally distribute torque in a 2-motor Battery Electric Vehicle (BEV) powertrain.

Impact: Reduce energy consumption while maintaining best motor performance.

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Expertise gained: Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation

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Submissions: 2

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Expertise gained: Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation

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Submissions: 2

Deep Image Prior for Inverse Problems in Imaging

Use the Deep Image Prior to solve inverse problems in imaging.

Impact: Implement the Deep Image Prior to provide high-quality solutions to inverse problems in imaging that are ubiquitous in industry.

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Expertise gained: Artificial Intelligence, Computer Vision, Deep Learning, Image Processing, Machine Learning, Neural Networks, Optimization, Signal Processing

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Submissions: 1

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Expertise gained: Artificial Intelligence, Computer Vision, Deep Learning, Image Processing, Machine Learning, Neural Networks, Optimization, Signal Processing

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Submissions: 1

Simulink Hearing Aid

Develop a hearing aid simulation in Simulink.

Impact: Improve hearing aid simulation and create a testbed for new audio processing algorithm prototyping.

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Expertise gained: Signal Processing, Audio, Modeling and Simulation

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Submissions: 1

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Expertise gained: Signal Processing, Audio, Modeling and Simulation

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Submissions: 1

Music Composition with Deep Learning

Design and train a deep learning model to compose music.

Impact: Generative music models can be used to create new assets on demand.

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Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks, Audio

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Submissions: 1

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Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks, Audio

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Submissions: 1

Carbon Neutrality

a CO2 emission model from historical data and create a plan to achieve carbon neutrality in the future.

Impact: Set up a strategy for carbon neutrality and consolidate the international collaboration.

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Expertise gained: Computational Finance, Sustainability and Renewable Energy, Modeling and Simulation, Machine Learning

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Submissions: 1

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Expertise gained: Computational Finance, Sustainability and Renewable Energy, Modeling and Simulation, Machine Learning

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Submissions: 1

@@ -258,8 +258,8 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Top Quark Detection with Deep Learning and Big Data

Develop a predictive classifier model able to discriminate jets produced by top quark decays from the background jets

Impact: Reduce the interference of background jets and help the discovery of new fundamental physics

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Expertise gained: Artificial Intelligence, Big Data, Deep Learning, Physics

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Submissions: 1

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Expertise gained: Artificial Intelligence, Big Data, Deep Learning, Physics

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Submissions: 1

@@ -272,8 +272,8 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Techno-Economic Assessment of Green Hydrogen Production

Perform early-stage economic feasibility of an energy project to determine project viability.

Impact: Connect economic aspect to technical design.

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Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification

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Submissions: 1

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Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification

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Submissions: 1

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Develop a sensor fusion algorithm for vehicle pose estimation using classical filtering or AI-based techniques.

Impact: Enhance navigation accuracy of autonomous vehicles.

Expertise gained: Autonomous Vehicles, Sensor Fusion and Tracking, State Estimation

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Submissions: 1

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Human Motion Recognition Using IMUs

Use Deep Learning and Inertial Measurement Units (IMU) data to recognize human activities and gestures.

Impact: Enable the next generation of wearable electronic devices with motion recognition.

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Expertise gained: Artificial Intelligence, Deep Learning, Embedded AI, Neural Networks, Signal Processing

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Submissions: 2

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Expertise gained: Artificial Intelligence, Deep Learning, Embedded AI, Neural Networks, Signal Processing

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Submissions: 2

Vibration Detection and Rejection from IMU Data

Remove vibration signals from inertial measurement units.

Impact: Improve navigation systems by making them robust against vibrations.

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Expertise gained: Drones, Autonomous Vehicles, Robotics, Modeling and Simulation, Sensor Fusion and Tracking, State Estimation, Signal Processing

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Submissions: 1

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Expertise gained: Drones, Autonomous Vehicles, Robotics, Modeling and Simulation, Sensor Fusion and Tracking, State Estimation, Signal Processing

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Submissions: 1

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Design a controller to enable a micro aerial vehicle to stabilize in the scenario of an external aggressive disturbance.

Impact: Contribute to advancements in aerial vehicle control in contracted spaces with unforeseen environment conditions.

Expertise gained: Autonomous Vehicles, Drones, Robotics, Aerospace, Low-cost Hardware, Modeling and Simulation, State Estimation, UAV, Control

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Submissions: 2

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Submissions: 2

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Develop an example that predicts and visualizes coastline impact due to rising sea levels.

Impact: Assess and plan for the potential impact of climate change.

Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation

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Submissions: 4

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Submissions: 4

Landslide Susceptibility Mapping using Machine Learning

Develop a tool to identify and visualize geographical areas susceptible to landslides.

Impact: Identify areas that are at risk for landslides to help mitigate devastating impacts on people and infrastructure.

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Expertise gained: Sustainability and Renewable Energy, Machine Learning

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Submissions: 2

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Expertise gained: Sustainability and Renewable Energy, Machine Learning

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Submissions: 2

Satellite Collision Avoidance

Model satellites in Low Earth Orbit (LEO) to identify conjunctions and prevent collisions with space debris, while maintaining orbital requirements.

Impact: Contribute to the success of satellite mega-constellations and improve the safety of the Low Earth Orbit (LEO) environment.

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Expertise gained: Autonomous Vehicles, Control, Satellite, Modeling and Simulation

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Submissions: 2

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Expertise gained: Autonomous Vehicles, Control, Satellite, Modeling and Simulation

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Submissions: 2

Sentiment Analysis in Cryptocurrency Trading

your own cryptocurrency trading strategies based on sentiment analysis.

Impact: Have a foundation on the potential opportunities on Environmental, Social, and Governance (ESG) portfolio analysis.

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Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Text Analytics

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Submissions: 1

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Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Text Analytics

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Submissions: 1

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Model and control an autonomous snake-like robot to navigate an unknown environment.

Impact: Advance robotics design for hazardous environments inspection and operation in constricted spaces.

Expertise gained: Robotics, Manipulators, Modeling and Simulation

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Submissions: 4

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Analyze real-world traffic data to understand, model, and predict human driving trajectories.

Impact: Contribute to autonomous driving technologies and intelligent transportation research.

Expertise gained: Big Data, Autonomous Vehicles, Support Vector Machines, Machine Learning, Deep Learning, Automotive

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Submissions: 1

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Classify Object Behavior to Enhance the Safety of Autonomous Vehicles

Automatically classify behavior of tracked objects to enhance the safety of autonomous systems.

Impact: Make autonomous vehicles safer by classifying behaviors of objects around them.

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Expertise gained: Artificial Intelligence, Autonomous Vehicles, Robotics, Drones, Deep Learning, Explainable AI, Machine Learning, Mobile Robots, Neural Networks, Reinforcement Learning, Sensor Fusion and Tracking, UAV, UGV, Automotive

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Submissions: 2

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Expertise gained: Artificial Intelligence, Autonomous Vehicles, Robotics, Drones, Deep Learning, Explainable AI, Machine Learning, Mobile Robots, Neural Networks, Reinforcement Learning, Sensor Fusion and Tracking, UAV, UGV, Automotive

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Submissions: 2

@@ -401,8 +401,8 @@ _By participating, you have the opportunity to **win up to $1000**. Visit this *

Smart Watering System with Internet of Things

Develop a smart plant water system using Internet of Things (IoT) and low-cost hardware.

Impact: Minimize the negative effects of the overuse of water in farming and preserve water resources.

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Expertise gained: Sustainability and Renewable Energy, Artificial Intelligence, IoT, Low-Cost Hardware, Deep Learning, Cloud Computing

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Submissions: 3

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Expertise gained: Sustainability and Renewable Energy, Artificial Intelligence, IoT, Low-Cost Hardware, Deep Learning, Cloud Computing

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Submissions: 3

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Portable Charging System for Electric Vehicles

Design a portable charger for Electric Vehicles.

Impact: Help make electric vehicles more reliable for general use.

Expertise gained: Sustainability and Renewable Energy, Control, Electrification, Modeling and Simulation

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Submissions: 3

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Submissions: 3

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Face Detection and Human Tracking Robot

Design and implement a real time autonomous human tracking robot using low-cost hardware.

Impact: Leverage mobile technology and deep learning to advance human detection algorithms for impacting human safety and security.

Expertise gained: Artificial Intelligence, Computer Vision, Robotics, Deep Learning, Embedded AI, Human-Robot Interaction, Mobile Robots, Modeling and Simulation, Machine Learning, Low-cost Hardware, Image Processing, Control

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Submissions: 4

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Submissions: 4

Robust Visual SLAM Using MATLAB Mobile Sensor Streaming

Perform robust visual SLAM using MATLAB Mobile sensor streaming.

Impact: Enable visual SLAM from streaming sensors and extend the state-of-art in real-time visual SLAM algorithms.

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Expertise gained: Autonomous Vehicles, Computer Vision, Drones, Robotics, Automotive, AUV, Mobile Robots, Manipulators, Humanoid, UAV, UGV

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Submissions: 2

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Expertise gained: Autonomous Vehicles, Computer Vision, Drones, Robotics, Automotive, AUV, Mobile Robots, Manipulators, Humanoid, UAV, UGV

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Submissions: 2

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Change Detection in Hyperspectral Imagery

Develop an efficient method for detecting small changes on Earth surface using hyperspectral images.

Impact: Revolutionize the management of natural resources, monitoring, and preventing of disasters, going beyond what is visible to the naked eye.

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Expertise gained: Computer Vision, Image Processing, Deep Learning

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Submissions: 1

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Expertise gained: Computer Vision, Image Processing, Deep Learning

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Submissions: 1

Autonomous Navigation for Vehicles in Rough Terrain

Design and implement a motion planning algorithm for off-road vehicles on rough terrain.

Impact: Expand the frontiers of off-road exploration and navigation using mobile robots for precision agriculture, firefighting, search and rescue, and planetary exploration.

Expertise gained: Autonomous Vehicles, Computer Vision, Robotics, Image Processing, Mobile Robots, SLAM, UGV, Optimization

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Submissions: 3

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Submissions: 3

Path Planning for Autonomous Race Cars

Develop an algorithm to compute an optimal path for racing tracks.

Impact: Push racing car competitions into fully autonomous mode

Expertise gained: Autonomous Vehicles, Automotive, Optimization, Modeling and Simulation

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Submissions: 3

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Submissions: 3

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Green Hydrogen Production

Develop a model of a reversible fuel-cell integrated into a renewable-energy microgrid structure.

Impact: Contribute to the global transition to zero-emission energy sources through the production of hydrogen from clean sources.

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Expertise gained: Sustainability and Renewable Energy, Electrification, Digital Twins, Modeling and Simulation

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Submissions: 1

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Expertise gained: Sustainability and Renewable Energy, Electrification, Digital Twins, Modeling and Simulation

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Submissions: 1

Automatically Segment and Label Objects in Video

Implement algorithms to automatically label data for deep learning model training.

Impact: Accelerate the development of robust AI algorithms for self-driving vehicles.

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Expertise gained: Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning

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Submissions: 2

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Expertise gained: Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning

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Submissions: 2

Behavioral Modelling of Phase-Locked Loop using Deep Learning Techniques

Leverage a deep learning approach to extract behavioral models of mixed-signal systems from measurement data and circuit simulation.

Impact: Accelerate mixed-signal design and analysis thereby reducing Time-To-Market for semiconductor companies.

Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Modeling and Simulation, Neural Networks, RF and Mixed Signal, Optimization, Signal Processing

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Submissions: 1

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Wind Turbine Predictive Maintenance Using Machine Learning

Improve the reliability of wind turbines by using machine learning to inform a predictive maintenance model.

Impact: Contribute to providing the world with reliable green energy.

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Expertise gained: Industry 4.0, Sustainability and Renewable Energy, Machine Learning, Electrification, Modeling and Simulation, Predictive Maintenance, Wind Turbines

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Submissions: 1

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Expertise gained: Industry 4.0, Sustainability and Renewable Energy, Machine Learning, Electrification, Modeling and Simulation, Predictive Maintenance, Wind Turbines

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Submissions: 1

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Control, Modeling, Design, and Simulation of Modern HVAC Systems

Model a modern HVAC system and design a controller to improve heating, cooling, ventilation, air quality, pressure, humidity, and energy efficiency.

Impact: Contribute to the design and control of modern homes and buildings to preserve energy and healthy living environments.

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Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification, Control

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Submissions: 1

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Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification, Control

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Submissions: 1

Predictive Electric Vehicle Cooling

Improve range, performance, and battery life by designing a cooling algorithm that keep EV battery packs cool when they need it most.

Impact: Contribute to the electrification of transport worldwide. Increase the range, performance, and battery life of EVs.

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Expertise gained: Autonomous Vehicles, Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation, Optimization

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Submissions: 1

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Expertise gained: Autonomous Vehicles, Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation, Optimization

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Submissions: 1

Speech Background Noise Suppression with Deep Learning

Develop a deep learning neural network for audio background noise suppression.

Impact: Advance hearing aid technology through research in speech enhancement and noise suppression and improve the quality of life of persons with a hearing impairment.

Expertise gained: Artificial Intelligence, Deep Learning, Neural Networks, Signal Processing

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Submissions: 4

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Submissions: 4

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Deep Learning for UAV Infrastructure Inspection

Automate the process of infrastructure inspection using \ aerial vehicles and deep learning.

Impact: Enhance safety and speed of infrastructure inspection across a wide range of industries.

Expertise gained: Computer Vision, Drones, Artificial Intelligence, Robotics, UAV, SLAM, Deep Learning

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Submissions: 1

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3D Virtual Test Track for Autonomous Driving

Design a 3D virtual environment to test the diverse conditions needed to develop an autonomous vehicle.

Impact: Contribute to autonomous vehicle development by creating virtual test scenes that can be used with many simulators across multiple vehicle development programs.

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Expertise gained: Autonomous Vehicles, Automotive, Modeling and Simulation

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Submissions: 1

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Expertise gained: Autonomous Vehicles, Automotive, Modeling and Simulation

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Submissions: 1

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Intelligent Fan Air Cooling System

Design an intelligent fan cooling system to moderate temperatures in a building to eliminate or reduce the need for air conditioning systems.

Impact: Contribute to energy and carbon footprint reduction.

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Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Optimization

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Submissions: 1

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Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Optimization

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Submissions: 1

Signal Coverage Maps Using Measurements and Machine Learning

Reduce the cost of Wireless Communication and IoT network deployment by generating coverage maps from limited measurements.

Impact: Contribute to the evolution and deployment of new wireless communications systems.

Expertise gained: Artificial Intelligence, Wireless Communication, Machine Learning

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Submissions: 2

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Battery Pack Design Automation

Reduce the effort required to properly develop a battery pack optimized for an automotive drive cycle.

Impact: Contribute to the global transition to zero-emission energy source.

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Expertise gained: Sustainability and Renewable Energy, Control, Electrification, Optimization, Parallel Computing

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Submissions: 1

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Expertise gained: Sustainability and Renewable Energy, Control, Electrification, Optimization, Parallel Computing

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Submissions: 1

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MIMO Engine Airpath Control

Internal combustion engines will continue to be used in the automotive marketplace well into the future. Build a MIMO airflow control to improve engine performances, fuel economy, and emissions, and start your career in the automotive industry!

Impact: Improve environmental friendliness of engine control by tier 1 automotive supplier.

Expertise gained: Autonomous Vehicles, Automotive, Control, Modeling and Simulation

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Submissions: 1

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Voice Controlled Robot

Smart devices and robots have become part of our everyday life and human-robot interaction plays a crucial role in this rapidly expanding market. Talking to a machine is going to complete change the way we work with robots.

Impact: Open up the opportunities to create robots that can be an intuitive part of our world.

Expertise gained: Artificial Intelligence, Computer Vision, Robotics, Signal Processing, Natural Language Processing, Mobile Robots, Human-Robot Interaction, Low-Cost Hardware

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Submissions: 1

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Quadruped Robot with a Manipulator

Legged robots with manipulators will be the ideal platforms to traverse rough terrains and interact with the environment. Are you ready to tackle the challenge of operating robots outdoor?

Impact: Contribute to state-of-the-art technologies for exploration and search and rescue transformation.

Expertise gained: Robotics, Control, Image Processing, Manipulators, Mobile Robots, Modeling and Simulation

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Submissions: 2

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Autonomous Vehicle Localization Using Onboard Sensors and HD Geolocated Maps

Revolutionize the current transportation system by improving autonomous vehicles localization for level 5 automation.

Impact: Contribute to the change of automobile industry, and transportation system.

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Expertise gained: Computer Vision, Robotics, Autonomous Vehicles, SLAM, State Estimation, Sensor Fusion and Tracking

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Submissions: 1

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Expertise gained: Computer Vision, Robotics, Autonomous Vehicles, SLAM, State Estimation, Sensor Fusion and Tracking

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Submissions: 1