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20212026
most citedTowards physics-informed neural networks for landslide prediction

18 citations · 29 across the 6 of their papers we have counts for

collaborators

6 papers

physics.geo-ph2026

Mountain resonance shapes the distribution of earthquake-induced landslides

Ashok Dahal

Earthquake-induced landslides are among the most destructive cascading hazards, yet the physical mechanisms governing their spatial distribution and size remain incompletely unders…

physics.geo-ph2025★ 1 cited

Do Earthquakes Wake More Slopes Than They Calm?

Ashok Dahal, Hakan Tanyaş, Alexander L. Handwerger +2

Strong earthquakes can have a dual impact on the slow-moving landslide budget of a landscape by either triggering new actively deforming hillslopes or stabilizing existing ones. Ho…

physics.geo-ph2024★ 18 cited

Towards physics-informed neural networks for landslide prediction

Ashok Dahal, Luigi Lombardo

For decades, solutions to regional scale landslide prediction have mostly relied on data-driven models, by definition, disconnected from the physics of the failure mechanism. The s…

cs.LG2024

At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition

Ashok Dahal, Raphaël Huser, Luigi Lombardo

The most adopted definition of landslide hazard combines spatial information about landslide location (susceptibility), threat (intensity), and frequency (return period). Only the…

stat.AP2023★ 10 cited

Deep graphical regression for jointly moderate and extreme Australian wildfires

Daniela Cisneros, Jordan Richards, Ashok Dahal +2

Recent wildfires in Australia have led to considerable economic loss and property destruction, and there is increasing concern that climate change may exacerbate their intensity, d…

cs.CV2021

An Online Learning System for Wireless Charging Alignment using Surround-view Fisheye Cameras

Ashok Dahal, Varun Ravi Kumar, Senthil Yogamani +1

Electric Vehicles are increasingly common, with inductive chargepads being considered a convenient and efficient means of charging electric vehicles. However, drivers are typically…