2025
T. Costachioiu, C. Văduva and D. Faur, “Leveraging Large Language Models and Retrieval-Augmented Generation for Enhanced Sentinel-2 Data Analysis,” ESA–NASA International Workshop on AI Foundation Models for Earth Observation (FM4EO 2025), Frascati, Italy, May 5–7, 2025.
A. M. Vasilevschi and D. Faur, “Exploring Image Dataset Structure through Deep Feature Extraction and Dimensionality Reduction,” 2025 25th International Conference on Control Systems and Computer Science (CSCS), Bucharest, Romania, 2025, pp. 341–348, doi: 10.1109/CSCS66924.2025.00057.
R.I. Vătășoiu and D. Faur, “CNN and LSTM-Based Forecasting of NDVI Trends for Environmental Monitoring,” 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brisbane, Australia, Aug. 3–8, 2025.
T. Costachioiu, C. Văduva and D. Faur, “Large Language Models with Retrieval-Augmented Generation to Streamline Sentinel-2 Data Description,” 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brisbane, Australia, Aug. 3–8, 2025.
V.M. Vasilescu, A.A. Neacșu and D. Faur, “Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing,” 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brisbane, Australia, Aug. 3–8, 2025.
- H.N. Ciocan, I. Balta, Ș.L. Batrina, P.I. Moraru, D.I. Săcăleanu, V. Shonkwiler and A. Borron, “Adapting the U.S. University-Based Extension Model to the AKIS Framework of Romania and the European Union,” Scientific Papers Series Management, Economic Engineering in Agriculture & Rural Development, vol. 25, no. 2, pp. 185–192, 2025.
2024
D. I. Săcăleanu, M. G. Matache, Ș. G. Roșu, B. C. Florea, I. P. Manciu and L. A. Perișoară, “IoT-Enhanced Decision Support System for Real-Time Greenhouse Microclimate Monitoring and Control,” Technologies, vol. 12, no. 11, p. 230, 2024, doi: 10.3390/technologies12110230
I. P. Manciu, S. V. Nadoleanu, D. I. Săcăleanu, L. A. Perișoară and R. C. Constantinescu, “Dynamic Adaptation Algorithm of LoRa Communication Parameters in Wireless Sensor Networks,” 2024 IEEE 30th International Symposium for Design and Technology in Electronic Packaging (SIITME), Sibiu, Romania, 2024, pp. 286–290, doi: 10.1109/SIITME63973.2024.10814743
M. Lămășanu, D. I. Săcăleanu, I. P. Manciu, R. Constantinescu and L. A. Perișoară, “Decision Support Prototype for Farmers Based on Environmental Parameter Modelling Through Supervised Machine Learning,” 2024 IEEE 30th International Symposium for Design and Technology in Electronic Packaging (SIITME), Sibiu, Romania, 2024, pp. 148–152, doi: 10.1109/SIITME63973.2024.10814867