FORM-TRACE: A formula-based method for tracking forest-management transitions at Harvard Forest from 1908 to 2026. [PDF]
Sasaki N, Aung ED.
europepmc +1 more source
ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray +3 more
wiley +1 more source
Shaping future forests: how can ecophysiology support climate-smart forest management? [PDF]
Gessler A +18 more
europepmc +1 more source
Polychip‐A High‐Throughput Droplet Microfluidics Platform for Interrogating Microbial Interactions
Polychip, a fully integrated droplet microfluidics platform, enables high‐throughput, single‐cell resolution screening of polymicrobial interactions. By seamlessly combining six automated microfluidics operations on a single chip, the system accelerates antimicrobial discovery by 11 to 14 times compared to traditional robotic methods.
Jeong Jae Han +11 more
wiley +1 more source
Contrasting nitrogen-use strategies and photosynthetic carbon-water trade-offs in <i>Pinus tabulaeformis</i> plantations under different forest management modes. [PDF]
Zhang L +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
Land and resource management plan: Deschutes National Forest
206 pp. Tables, appendices. Captured May 14, 2007.Provides table of contents and Chapter 4, "Forest Management Direction," from 1990 Plan. Includes forest management goals, desired future condition of the forest, protected outputs and resource summaries,
Deschutes National Forest (Agency : U.S.)
core
Response of Global Forest Management to Changes in Wood Demand. [PDF]
Arendarczyk B +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

