Autonomous vehicles (AVs) rely heavily on artificial intelligence (AI) to perceive their environment, make decisions, and execute control actions in r
Knowledge Distillation for Resource Efficiency in Machine Learning
Posted on by Fachrur Rozi
Knowledge distillation is a model compression technique that involves transferring the knowledge learned by a large, complex model (the teacher) to a
Reinforcement Learning Algorithms for Low-Power Devices
Posted on by Fachrur Rozi
Reinforcement Learning (RL) is a powerful paradigm in machine learning where agents learn to make decisions through trial and error, guided by rewards
Low-Power Edge AI: Machine Learning on Resource-Constrained Devices
Posted on by Fachrur Rozi
Artificial intelligence (AI) has traditionally relied on powerful servers and cloud-based infrastructures to process large amounts of data and train d
Biofuels: Renewable Energy for a Sustainable Future
Posted on by Fachrur Rozi
Introduction
With growing concerns over climate change, air pollution, and the depletion of fossil fuels, the need for sustainable and renewable ener
Floating Solar Panels: Solar Energy on Water Bodies
Posted on by Fachrur Rozi
Introduction
As the demand for renewable energy sources continues to grow, solar power has become one of the most promising solutions for reducing re
Concentrated Solar Power (CSP): Solar Energy with Heat
Posted on by Fachrur Rozi
Introduction
As the world faces an increasing demand for clean, renewable energy, solar energy stands out as a viable solution to reduce carbon emiss
Support Vector Machines (SVM): A Classic Model for Classification
Posted on by Fachrur Rozi
Introduction
Among the classic machine learning algorithms, Support Vector Machines (SVMs) have stood the test of time. Known for their effectiveness
Service Robots: Assisting Humans in Everyday Life
Posted on by Fachrur Rozi
Introduction
While industrial robots dominate factory floors, service robots are designed to assist humans directly in professional and personal sett
UMA Hadiri Monev Program Penelitian dan PKM Tahun 2025
Posted on by Fachrur Rozi
Medan, 4 September 2025 – Dosen Universitas Medan Area (UMA) penerima hibah penelitian dan pengabdian kepada masyarakat (PKM) tahun 2025 menghadiri
