Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions Through Logical Reasoning. [PDF]
Chen W, Yu S, Shao H, Sha L, Zhao H.
europepmc +1 more source
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj +8 more
wiley +1 more source
Uncertainty Quantification in Medical Image Segmentation: A Comprehensive Survey. [PDF]
Ziaee SS, Ovens K.
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The energetic offset between the donor and the acceptor components in organic photoactive layers is central to the tradeoff between photovoltage and photocurrent losses. This Perspective covers the most important issues surrounding this topic in non‐fullerene acceptor blends, from the difficulty of accurately determining state energies and driving ...
Dieter Neher, Manasi Pranav
wiley +1 more source
Data structures and algorithms for optimization and searching problems in metric spaces and graphs [PDF]
Reforgiato Recupero, Diego
core +1 more source
PFTuner: An Efficient and Effective Multi-Objective Configuration Tuning Framework Adaptive to Different Software Systems. [PDF]
Feng J, He M, Jin L, Dou H.
europepmc +1 more source
Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
Accelerating inference in genomic and proteomic foundation models via speculative decoding. [PDF]
Provatas K +9 more
europepmc +1 more source
Rethinking Charge Transport and Recombination in Donor‐Diluted Organic Solar Cells
Organic solar cells with 1–45% PM6 content in Y12 were studied to link structure and charge dynamics to performance. The conductivity follows a 3D percolation model without a sharp threshold. Donor dilution preserves the photogeneration yield, but limits the fill factor due to transport resistance losses.
Chen Wang +14 more
wiley +1 more source
Deterministic and stochastic interventions in reducing drug-drug interactions in inappropriate prescribing: A systematic review. [PDF]
Ahmad Zuber MF +3 more
europepmc +1 more source

