Multi-objective Flexible Job Shop Scheduling Problem with transportation constraint solved with NSGA-II, VNS and improved initialisation
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Aug 7, 2024 - Python
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energy-efficient
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Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this paper is pulished in ICC 2024.
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Aug 22, 2024 - Python
Prediciton of loads in data centers using Machine Learning (ML) Models
machine-learning numpy sklearn keras pandas python3 seaborn lstm-model matplotlib machinelearning lstm-neural-networks datacenter random-forest-classifier energy-efficient load-prediction
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Nov 1, 2021 - Jupyter Notebook
Adaptive Sparse Training (AST): 92.1% ImageNet-100 accuracy with 61% energy savings and zero degradation. Production-ready implementations for energy-efficient deep learning with ResNet50 and modern architectures.
machine-learning deep-learning pytorch production-ready cifar100 energy-efficient green-ai adaptive-training
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Nov 1, 2025 - Python
Auto Solar Street Light Controller – LDR and IR-based energy-efficient lighting system with comparator and relay logic (2018-19)
automation comparator final-year-project light-controller ldr analog-electronics circuit-design energy-efficient lm358 voltage-divider project-showcase analog-circuits street-lighting electronics-project hardware-only solar-light relay-switching no-code-project rural-electrification automatic-light
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Jun 18, 2025
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Aug 23, 2019 - MATLAB
CSE 614 Term Project
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Nov 1, 2018 - HTML
Advanced IoT environmental monitoring system using ESP8266 microcontroller and DHT22 sensor for temperature/humidity tracking with intelligent data transmission and energy-efficient deep sleep modes.
iot arduino esp8266 smart-home temperature-sensor humidity-sensor deep-sleep energy-efficient telemetry-system environmental-sensing ambient-monitoring
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May 26, 2025 - C++
Novel blockchain consensus mechanism replacing energy-intensive mining with productive federated learning. Miners collaborate to train AI models, with winners selected through democratic voting.
machine-learning tensorflow smart-contracts blockchain artificial-intelligence cryptocurrency hyperledger-fabric green-computing collaborative-learning federated-learning energy-efficient consensus-mechanism distributed-ai proof-of-work-alternative
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Aug 20, 2025 - Shell
Hechler, deLange, Riedl (2024). Confidence saves energy. Replication code and data.
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Nov 21, 2024 - Jupyter Notebook
Chinese Building Energy-Efficient Design Datasets
platform data-science database web pwa spring dataset building climate-data datasets climate-science hvac thermal energy-efficient
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May 14, 2025 - JavaScript
An energy-efficient neuron activation system for AI models. Concept by Baris (2025).
ai artificial-intelligence neural-networks ai-research energy-efficient edge-ai local-ai energy-efficient-ai low-power-ai neuron-shutdown
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May 15, 2025
AER Decentralized Unstoppable Cryptocurrency
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Jan 23, 2018
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