Microbial fuel cells get a statistical tune-up for cleaner wastewater and more power
A multi-criteria statistical framework identified the best kinetic models for substrate inhibition in ceramic microbial fuel cells, defining operating windows ...
Tag: model selection
Ranking rules, not fancy models, decide which food price shocks get flagged
A new study finds that food price shock screening performance hinges on measurement choices, event eligibility and review workload rather ...
Probing the sensitivity of dark energy dynamics to equation of state parametrization flexibility
A theoretical analysis finds that the apparent preference for evolving dark energy over a cosmological constant is modest and depends ...
Tuning Trumps Technique: Hyperparameters Decide Whether AI Gets Causality Right
A large-scale empirical study shows that hyperparameter tuning, not the choice of algorithm, is the dominant factor in whether machine ...
Simulated Annealing Searches Brain-Signal Ensembles, but a Noisy Signal Undercuts It
A new study casts motor-imagery EEG ensemble design as simulated-annealing search over nearly 10^20 graph topologies, and finds that noisy ...
Cellular Recycling Routes Reshape How Hormone Receptors Send Their Signals
A new computational model shows that a small pool of internalized follicle-stimulating hormone receptors can drive outsized endosomal signaling, revealing ...
New Standard PEtab Select Brings Order to the Chaos of Choosing Biological Models
A new open standard called PEtab Select brings automated, reproducible model selection to systems biology, enabling researchers to compare billions ...
New Deterministic Algorithm Tames the Combinatorial Chaos of Regression Subset Selection
A new deterministic heuristic called EPR-C3 recovers most of the best predictor subsets found by exhaustive regression while dramatically cutting ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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