All Stories

  1. Adaptive Human Oversight for Maritime Agentic AI Systems: Balancing Operator Workload and Safety Through Risk-Aware Governance

    Article • Applied Sciences, July 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  2. Can Federated Learning Go Green? EcoFL: A System-Level Energy-Aware Benchmark for IoT Edge Intelligence

    Article • Journal of Low Power Electronics and Applications, July 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  3. How Far from the Shore? Federated Maritime Intelligence for Autonomous Ship and Harbor Maneuvering

    Article • Applied Sciences, June 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  4. When Models Fail: Trustworthy Anomaly Detection Under Distributional Drift via Dual-Layer Monitoring of Data and AI Behaviour

    Article • Applied Sciences, May 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  5. Controlled Agentic AI Systems: A Governance-Driven Architecture for Auditable and Reproducible Decision Pipelines

    Article • Machine Learning and Knowledge Extraction, May 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  6. Controlled Agentic AI Systems: A Governance-Driven Architecture for Auditable and Reproducible Decision Pipelines

    Article • March 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  7. Simulation and Numerical Analysis of the Performance Parameters and Combustion Process of a Biofuel-Powered Compression Engine

    Article • Energies, March 2026, MDPI AG

    Mr Tymoteusz Igor Miller

  8. Federated Learning for Environmental Monitoring: A Review of Applications, Challenges, and Future Directions

    Article • Applied Sciences, November 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  9. SmartBuildSim: An Open-Source Synthetic-Twin Framework for Reproducible AI Benchmarking in Smart-Building Analytics

    Article • Sensors, November 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  10. Artificial Intelligence in Floating Offshore Wind Turbines: A Critical Review of Applications in Design, Monitoring, Control, and Digital Twins

    Article • Energies, November 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  11. Federated Learning for Decentralized Electricity Market Optimization: A Review and Research Agenda

    Article • Energies, September 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  12. The IoT and AI in Agriculture: The Time Is Now—A Systematic Review of Smart Sensing Technologies

    Article • Sensors, June 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  13. Artificial Intelligence in Aquatic Biodiversity Research: A PRISMA-Based Systematic Review

    Article • Biology, May 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  14. Artificial Intelligence in Maritime Cybersecurity: A Systematic Review of AI-Driven Threat Detection and Risk Mitigation Strategies

    Article • Electronics, April 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  15. Enhancing Safety in Autonomous Maritime Transportation Systems with Real-Time AI Agents

    Article • Applied Sciences, April 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  16. The Role of Lightweight AI Models in Supporting a Sustainable Transition to Renewable Energy: A Systematic Review

    Article • Energies, February 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  17. Integrating Artificial Intelligence Agents with the Internet of Things for Enhanced Environmental Monitoring: Applications in Water Quality and Climate Data

    Article • Electronics, February 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  18. Leveraging Large Language Models for Enhancing Safety in Maritime Operations

    Article • Applied Sciences, February 2025, MDPI AG

    Mr Tymoteusz Igor Miller

  19. AI in Context: Harnessing Domain Knowledge for Smarter Machine Learning

    Article • Applied Sciences, December 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  20. The Emerging Role of Artificial Intelligence in Enhancing Energy Efficiency and Reducing GHG Emissions in Transport Systems

    Article • Energies, December 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  21. Harnessing Beneficial Microbes for Drought Tolerance: A Review of Ecological and Agricultural Innovations

    Article • Agriculture, December 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  22. Biosynthesis of Phenolic Compounds of Medicago truncatula After Inoculation with Selected PGPR Strains

    Article • International Journal of Molecular Sciences, November 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  23. Waste Heat Utilization in Marine Energy Systems for Enhanced Efficiency

    Article • Energies, November 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  24. Artificial Intelligence in Maritime Transportation: A Comprehensive Review of Safety and Risk Management Applications

    Article • Applied Sciences, September 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  25. A Critical AI View on Autonomous Vehicle Navigation: The Growing Danger

    Article • Electronics, September 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  26. Harnessing AI for Sustainable Shipping and Green Ports: Challenges and Opportunities

    Article • Applied Sciences, July 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  27. Cybersecurity in Autonomous Vehicles—Are We Ready for the Challenge?

    Article • Electronics, July 2024, MDPI AG

    Mr Tymoteusz Igor Miller

  28. ADVANCING WATER QUALITY PREDICTION: THE ROLE OF MACHINE LEARNING IN ENVIRONMENTAL SCIENCE

    Article • ГРААЛЬ НАУКИ, February 2024, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  29. DECIPHERING THE DEEP: MACHINE LEARNING APPROACHES TO UNDERSTANDING OCEANIC ECOSYSTEMS

    Article • ГРААЛЬ НАУКИ, February 2024, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  30. NAVIGATING THE COMPLEXITY: PSEUDO-CHAOTIC SYSTEMS AND MACHINE LEARNING

    Article • ГРААЛЬ НАУКИ, February 2024, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  31. Advancements in Artificial Intelligence Circuits and Systems (AICAS)

    Article • Electronics, December 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  32. Effects of Inoculation with Plant Growth-Promoting Rhizobacteria on Chemical Composition of the Substrate and Nutrient Content in Strawberry Plants Growing in Different Water Conditions

    Article • Agriculture, December 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  33. MACHINE LEARNING - METHOD OR SOLUTION?

    Article • December 2023, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  34. HARNESSING XGBOOST 2.0: A LEAP FORWARD IN CLIMATE SCIENCE ANALYTICS

    Article • ГРААЛЬ НАУКИ, December 2023, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  35. XGBOOST IN ENVIRONMENTAL ECOLOGY: A POWERFUL TOOL FOR SUSTAINABLE INSIGHTS

    Article • ГРААЛЬ НАУКИ, December 2023, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  36. Predictive Modeling of Urban Lake Water Quality Using Machine Learning: A 20-Year Study

    Article • Applied Sciences, October 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  37. An Integrated Multi-Omics and Artificial Intelligence Framework for Advance Plant Phenotyping in Horticulture

    Article • Biology, September 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  38. EMPOWERING OCEANIC RESEARCH: LEVERAGING GPT-4 ARCHITECTURE IN THE STUDY OF MARINE AEROSOLS

    Article • ГРААЛЬ НАУКИ, September 2023, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  39. Navigating the Sea of Data: A Comprehensive Review on Data Analysis in Maritime IoT Applications

    Article • Applied Sciences, August 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  40. Machine Learning Approaches for Forecasting the Best Microbial Strains to Alleviate Drought Impact in Agriculture

    Article • Agriculture, August 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  41. Revolutionizing Marine Traffic Management: A Comprehensive Review of Machine Learning Applications in Complex Maritime Systems

    Article • Applied Sciences, July 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  42. HARNESSING AI FOR ENVIRONMENTAL RESILIENCE: MITIGATING HEAVY METAL POLLUTION AND ADVANCING SUSTAINABLE PRACTICES IN DIVERSE SPHERES

    Article • ГРААЛЬ НАУКИ, April 2023, European Scientific Platform Publishing

    Mr Tymoteusz Igor Miller

  43. Statistical Model of Ship Delays on the Fairway in Terms of Restrictions Resulting from the Port Regulations: Case Study of Świnoujście-Szczecin Fairway

    Article • Applied Sciences, April 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  44. Leveraging random forest techniques for enhanced microbiological analysis: a machine learning approach to investigating microbial communities and their interactions

    Article • InterConf, April 2023, Scientific Publishing Center InterConf

    Mr Tymoteusz Igor Miller

  45. Data Science and Plant Metabolomics

    Article • Metabolites, March 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  46. The Use of Plant Growth Promoting Rhizobacteria to Reduce Greenhouse Gases in Strawberry Cultivation under Different Soil Moisture Conditions

    Article • Agronomy, March 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  47. Oxidative Status of Medicago truncatula Seedlings after Inoculation with Rhizobacteria of the Genus Pseudomonas, Paenibacillus and Sinorhizobium

    Article • International Journal of Molecular Sciences, March 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  48. IoT in Water Quality Monitoring—Are We Really Here?

    Article • Sensors, January 2023, MDPI AG

    Mr Tymoteusz Igor Miller

  49. Effects of Rhizosphere Bacteria on Strawberry Plants (Fragaria × ananassa Duch.) under Water Deficit

    Article • International Journal of Molecular Sciences, September 2022, MDPI AG

    Mr Tymoteusz Igor Miller

  50. Reintroduction of Groenlandia densa (L.) Fourr. – experiences and suggestions

    Article • Biodiversity Research and Conservation, December 2020, Adam Mickiewicz University Poznan

    Mr Tymoteusz Igor Miller

  51. Toxic Elements and Mineral Content of Different Tissues of Endemic Edible Snails (Helix vladika and H. secernenda) of Montenegro

    Article • Foods, June 2020, MDPI AG

    Mr Tymoteusz Igor Miller

  52. Impact of Different Reclamation Modes of Fly Ash Deposits on Species Richness of Spontaneous Flora

    Article • Polish Journal of Ecology, March 2020, Museum and Institute of Zoology at the Polish Academy of Sciences

    Mr Tymoteusz Igor Miller

  53. <span>Assessment of water quality using chemometric methods - a case study of Rusałka Lake, NW-Poland</span>

    Article • Ecologica Montenegrina, January 2020, Institute for Biodiversity and Ecology

    Mr Tymoteusz Igor Miller

  54. Prediction of the Seasonal Changes of the Chloride Concentrations in Urban Water Reservoir

    Article • Ecological Chemistry and Engineering S, December 2017, De Gruyter

    Professor Gorzysław Poleszczuk, Mr Tymoteusz Igor Miller

  55. Water quality and ecological role of urban lake: a case study of Słoneczne Lake in Szczecin (NW-Poland)

    Article • Acta Biologica, January 2017, University of Szczecin

    Mr Tymoteusz Igor Miller

  56. Water quality; urban lake; multivariate statistical techniques

    Article • Ecological Chemistry and Engineering S, January 2016, De Gruyter

    Professor Gorzysław Poleszczuk, Tymoteusz Miller, Mr Tymoteusz Igor Miller

  57. Ponds Syrenie Stawy in Szczecin - Changes of Selected Water Quality Chemical Indices

    Article • Chemistry-Didactics-Ecology-Metrology, January 2015, De Gruyter

    Professor Gorzysław Poleszczuk, Tymoteusz Miller, Mr Tymoteusz Igor Miller

  58. Water quality, halk, lake, linear regression

    Article • Ecological Chemistry and Engineering S, January 2014, De Gruyter

    Professor Gorzysław Poleszczuk, Tymoteusz Miller, Mr Tymoteusz Igor Miller

  59. Pollution of the Ecosystem of the Rusalka City Lake with Heavy Metals / Zanieczyszczenie Ekosystemu Śródmiejskiego Jeziora Rusałka Metalami Ciężkimi

    Article • Chemistry-Didactics-Ecology-Metrology, January 2012, De Gruyter

    Professor Gorzysław Poleszczuk, Tymoteusz Miller, Mr Tymoteusz Igor Miller