Claudia S

PACMANN: Smarter Point Placement for AI-Based PDE Solvers

Artificial Intelligence, Computer Science, Data Science, Journal publication / Leave a Comment

A gradient guided adaptive sampling method that repositions collocation points to reduce computational cost, improve stability, and help physics informed neural networks handle complex, high dimensional PDE simulations more efficiently, making advanced scientific machine learning more practical for real engineering analysis and design workflows today. Why Engineers Should Care Partial differential equations (PDEs) underpin much […]

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Advancing Antarctic Ice Sheet Projections with Bedrock Modeling

Data Science, Engineering, Geomatics, Journal publication, Uncategorized / Leave a Comment

New research reveals how smarter, streamlined bedrock modeling can closely match complex 3D simulations, transforming Antarctic ice-sheet forecasts. By boosting speed without sacrificing accuracy, it sharpens sea-level rise predictions, empowers larger climate ensembles, and equips planners worldwide with clearer insights for coastal futures ahead today. A Serious Issue Antarctic ice melt contributes to sea-level rise,

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AI for Wild Weather Swings; Challenges and Solutions

Artificial Intelligence, Computer Science, Data Science, Geomatics, Journal publication / Leave a Comment

This research pushes boundaries by fusing AI’s knack for spotting nonlinear links in massive datasets with the solid physics of climate models, proving we can boost reliable forecasts of extreme event stats—like how often or how bad they get—over subseasonal to decadal horizons. Why Forecasting Climate Extremes Matters In our warming world, ramped-up extremes like

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AI Unlocks the Secrets of City Sounds

Artificial Intelligence, Computer Science, Data Science, Geomatics, Journal publication / Leave a Comment

Revolutionizing How We Hear and Handle Urban Chaos This breakthrough AI model doesn’t just identify sounds like traffic or birds; it also predicts how annoying they feel, offering a game-changer for quieter, happier cities beyond old-school surveys. Why Urban Noise Hits Hard City noise isn’t just background buzz—it spikes stress, disrupts sleep, and harms health

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