The Strategic Role of 2D Nanomaterials in Grid Modernization. [PDF]
Glasscott M +9 more
europepmc +1 more source
Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao +9 more
wiley +1 more source
Robust capacity expansion modeling for renewable energy systems. [PDF]
Kebrich S +5 more
europepmc +1 more source
ABSTRACT Current prostate cancer detection methods remain limited in non‐invasiveness and specificity, prompting interest in urinary biomarkers such as sarcosine. Here, we report a urine‐powered wearable platform for non‐invasive sarcosine detection as a proof‐of‐concept for decentralized early warning.
Jing Xu +10 more
wiley +1 more source
Energy optimization model of multi-energy system considering distributed photovoltaic coordinated carbon reduction. [PDF]
Qiu S +5 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Adaptive MPPT control for reliable transitions between grid connected and islanded operations in PV battery microgrids. [PDF]
Siddaraj U +3 more
europepmc +1 more source
Advances in Phase Change Materials for Thermal Energy Storage and Management: Challenges and Enhancement Strategies. [PDF]
Muhabie AA, Mengesha WG, Yang X.
europepmc +1 more source
Performance evaluation of a series-connected step-up/down partial power converter for battery energy storage applications. [PDF]
Liu Q +6 more
europepmc +1 more source
Optimization of power management in PV-based smart grids using grid-support and grid-forming inverters. [PDF]
Bagdadee AH +4 more
europepmc +1 more source

