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Science

Santorini’s Shifting Ground: AI Reveals Volcanic Secrets

13.03.2026 by qfx

A new study details how advanced seismic monitoring, powered by deep learning, provided crucial real-time insights during a period of intense volcanic unrest at Santorini, Greece.

Categories Science

Predicting the Unpredictable: Deep Learning for Dynamic Systems

13.03.2026 by qfx

The steel frame’s response to lateral forces is modeled using the Bouc-Wen hysteresis rule, transforming a complex structural layout into a simplified shear building representation to explore nonlinear dynamic behavior under deformation.

Researchers are leveraging deep learning to accurately forecast the behavior of complex, nonlinear systems while also quantifying the inherent uncertainties in those predictions.

Categories Science

Beyond Centralization: How AI and Blockchain Can Build a More Equitable Future

13.03.2026 by qfx

As artificial intelligence rapidly advances, blockchain technology offers a crucial pathway to counteract data monopolies and reshape the power dynamics of the digital world.

Categories Science

Fortifying Network Defenses Against AI-Powered Attacks

13.03.2026 by qfx

A multi-layered defense is proposed to rigorously detect adversarial network attacks, offering a provable system for identifying malicious manipulations rather than relying on empirical testing.

As cyberattacks become increasingly sophisticated, machine learning-based intrusion detection systems are facing a new wave of threats from adversarial examples.

Categories Science

Beyond Preventing Harm: Closing the Coordination Gap in Frontier AI Safety

13.03.2026 by qfx

As artificial intelligence rapidly advances, simply avoiding negative outcomes isn’t enough – proactive coordination is essential for managing potential system failures.

Categories Science

Learning to Infer: A New Approach with Deep Simulation

13.03.2026 by qfx

A ForwardFlow network exhibits a distinct structural organization, enabling a specific architecture for information processing.

Researchers are exploring how deep neural networks can learn to perform statistical inference directly from simulated data, bypassing the need for complex likelihood calculations.

Categories Science

Predicting Material Flaws with Deep Learning

12.03.2026 by qfx

A convolutional neural network predicts defect parameters from magnetization profiles and corresponding domain wall widths, effectively reverse-engineering material properties from observed magnetic behavior-a process that acknowledges the inherent complexity of relating microscopic defects to macroscopic magnetic characteristics.

A new approach combines deep learning with statistical modeling to understand how defects influence the dynamic and static properties of magnetic materials.

Categories Science

Balancing AI Safety and Innovation: The Proportionality Principle

12.03.2026 by qfx

A new framework explores how to assess and manage risks from artificial intelligence without stifling development and compliance.

Categories Science

Predicting System Vibration with a New AI Approach

12.03.2026 by qfx

Researchers have developed a machine learning model that accurately forecasts how structures will vibrate, even with limited data for training.

Categories Science

Stress-Testing AI: Safeguarding Finance from Language Model Risks

12.03.2026 by qfx

As large language models become integral to financial services, a robust system for identifying and quantifying potential harms is critical.

Categories Science
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